From 2dce65c37099db98b7d23b2d249e3f26f31c07d4 Mon Sep 17 00:00:00 2001 From: MattWillFlood <56543497+MattWillFlood@users.noreply.github.com> Date: Wed, 3 Jan 2024 20:09:22 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20MattWill?= =?UTF-8?q?Flood/EntropyHub@7a8bd9a16def17e73f7eab868e547ed823e68400=20?= =?UTF-8?q?=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- EHupdates.html | 6 +++--- Publications.html | 19 ++++++++++++++++--- _sources/EHupdates.rst.txt | 4 ++-- _sources/Publications.rst.txt | 10 +++++++++- python/Functions/Multiscale.html | 3 ++- python/Functions/MultiscaleCross.html | 3 ++- searchindex.js | 2 +- 7 files changed, 35 insertions(+), 12 deletions(-) diff --git a/EHupdates.html b/EHupdates.html index 94ef10c..905173a 100644 --- a/EHupdates.html +++ b/EHupdates.html @@ -161,9 +161,9 @@

Latest Updates
-
-

January 2023

-

New announcements coming soon!!! :)

+
+

January 2024

+

New announcements coming soon! :)

diff --git a/Publications.html b/Publications.html index e190efc..708cc0a 100644 --- a/Publications.html +++ b/Publications.html @@ -167,7 +167,20 @@

Publications

List of research articles citing EntropyHub

-

2023

+

2024

+ +
+
+

2023

-
-

2022

+
+

2022

  • The complexity analysis of cerebral oxygen saturation during pneumoperitoneum and Trendelenburg position: a retrospective cohort study
    diff --git a/_sources/EHupdates.rst.txt b/_sources/EHupdates.rst.txt index 893816a..76e40c8 100644 --- a/_sources/EHupdates.rst.txt +++ b/_sources/EHupdates.rst.txt @@ -14,10 +14,10 @@ Latest Updates .............................................................. -January 2023 +January 2024 ############ -**New announcements coming soon!!! :)** +**New announcements coming soon! :)** .............................................................. diff --git a/_sources/Publications.rst.txt b/_sources/Publications.rst.txt index 91f97d0..23a42e4 100644 --- a/_sources/Publications.rst.txt +++ b/_sources/Publications.rst.txt @@ -25,9 +25,17 @@ Publications List of research articles citing EntropyHub ########################################### -2023 + +2024 ---- +* `What can entropy metrics tell us about the characteristics of ocular fixation trajectories? `_ + | Kateryna Melnyk, Lee Friedman, Oleg V. Komogortsev + | *PLoS One* + + +2023 +---- * `Radiological Complexity of Nuclear Facilities: An Information Complexity Approach to Workplace Monitoring `_ | Abinash Chakraborty, Neeraj Parashar, DK Pandey, Pankaj Kumar, UV Deokar, JPN Pandey diff --git a/python/Functions/Multiscale.html b/python/Functions/Multiscale.html index 5636f43..0a4fd0f 100644 --- a/python/Functions/Multiscale.html +++ b/python/Functions/Multiscale.html @@ -295,7 +295,8 @@

    Functions for estimating the multiscale entropy of a univariate time series.

-

['DivEn']: - Diversity Entropy

+

['DivEn']: - Diversity Entropy +['RangEn']: - Range Entropy

Cross Entropies:
diff --git a/python/Functions/MultiscaleCross.html b/python/Functions/MultiscaleCross.html index 1a53394..735ac13 100644 --- a/python/Functions/MultiscaleCross.html +++ b/python/Functions/MultiscaleCross.html @@ -299,7 +299,8 @@

Functions for estimating the multiscale cross-entropy between two univariate

-

['DivEn']: - Diversity Entropy

+

['DivEn']: - Diversity Entropy +['RangEn']: - Range Entropy

Cross Entropies:
diff --git a/searchindex.js b/searchindex.js index 3c85465..779de39 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["EHupdates", "Home", "Publications", "index", "julia/EHjulia", "julia/jlexamples", "matlab/EHmatlab", "matlab/Examples/Ex1", "matlab/Examples/Ex10", "matlab/Examples/Ex2", "matlab/Examples/Ex3", "matlab/Examples/Ex4", "matlab/Examples/Ex5", "matlab/Examples/Ex6", "matlab/Examples/Ex7", "matlab/Examples/Ex8", "matlab/Examples/Ex9", "matlab/Functions/matBase", "matlab/Functions/matBidimensional", "matlab/Functions/matCross", "matlab/Functions/matMultiscale", "matlab/Functions/matMultiscaleCross", "matlab/matAPI", "matlab/matexamples", "python/EHpython", "python/Examples/Ex1", "python/Examples/Ex10", "python/Examples/Ex2", "python/Examples/Ex3", "python/Examples/Ex4", "python/Examples/Ex5", "python/Examples/Ex6", "python/Examples/Ex7", "python/Examples/Ex8", "python/Examples/Ex9", "python/Functions/Base", "python/Functions/Bidimensional", "python/Functions/Cross", "python/Functions/Multiscale", "python/Functions/MultiscaleCross", "python/pyAPI", "python/pyexamples"], "filenames": ["EHupdates.rst", "Home.rst", "Publications.rst", "index.rst", "julia\\EHjulia.rst", "julia\\jlexamples.rst", "matlab\\EHmatlab.rst", "matlab\\Examples\\Ex1.rst", "matlab\\Examples\\Ex10.rst", "matlab\\Examples\\Ex2.rst", "matlab\\Examples\\Ex3.rst", "matlab\\Examples\\Ex4.rst", "matlab\\Examples\\Ex5.rst", "matlab\\Examples\\Ex6.rst", "matlab\\Examples\\Ex7.rst", "matlab\\Examples\\Ex8.rst", "matlab\\Examples\\Ex9.rst", "matlab\\Functions\\matBase.rst", "matlab\\Functions\\matBidimensional.rst", "matlab\\Functions\\matCross.rst", "matlab\\Functions\\matMultiscale.rst", "matlab\\Functions\\matMultiscaleCross.rst", "matlab\\matAPI.rst", "matlab\\matexamples.rst", "python\\EHpython.rst", "python\\Examples\\Ex1.rst", "python\\Examples\\Ex10.rst", "python\\Examples\\Ex2.rst", "python\\Examples\\Ex3.rst", "python\\Examples\\Ex4.rst", "python\\Examples\\Ex5.rst", "python\\Examples\\Ex6.rst", "python\\Examples\\Ex7.rst", "python\\Examples\\Ex8.rst", "python\\Examples\\Ex9.rst", "python\\Functions\\Base.rst", "python\\Functions\\Bidimensional.rst", "python\\Functions\\Cross.rst", "python\\Functions\\Multiscale.rst", "python\\Functions\\MultiscaleCross.rst", "python\\pyAPI.rst", "python\\pyexamples.rst"], "titles": ["Latest Updates", "EntropyHub", "Publications", "EntropyHub", "EntropyHub: Julia", "EntropyHub: Julia", "EntropyHub: MatLab", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "MatLab Functions:", "MatLab Examples:", "EntropyHub: Python", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "Python Functions:", "Python Examples:"], "terms": {"new": [0, 17, 18, 19, 22, 35, 36, 37, 40], "announc": 0, "come": 0, "soon": 0, "entropyhub": [0, 17, 18, 19, 20, 21, 23, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "1": [0, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "year": 0, "old": 0, "There": [0, 1, 3, 4, 6, 23, 24], "ha": [0, 1, 3, 4, 6, 18, 23, 24, 36, 41], "been": [0, 1, 3, 4, 6, 41], "great": 0, "interest": 0, "first": [0, 16, 19, 20, 21, 23, 34, 37, 38, 39, 41], "sinc": 0, "its": [0, 1, 2, 3, 19, 20, 35, 37, 38], "origin": [0, 1, 3, 18, 23, 36, 38, 39, 41], "public": 0, "plo": [0, 1, 3, 18, 36], "One": [0, 1, 3, 24], "To": [0, 1, 3, 4, 6, 18, 20, 21, 23, 24, 36, 38, 39, 41], "date": [0, 24], "ar": [0, 4, 6, 17, 18, 19, 20, 21, 22, 23, 24, 35, 36, 37, 38, 39, 40, 41], "about": [0, 2, 4, 6], "11": [0, 1, 3, 10, 12, 17, 18, 20, 28, 30, 35, 36, 38], "cite": 0, "cover": 0, "broad": 0, "rang": [0, 1, 3, 8, 11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 26, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "scientif": [0, 1, 3, 6, 22, 40], "disciplin": 0, "includ": [0, 1, 3], "neurosci": [0, 20, 38], "meteorolog": 0, "mathemat": [0, 2, 17, 20, 21, 35, 38, 39], "jl": [0, 4, 5], "github": [0, 1, 3, 4, 6, 19, 21, 24, 37, 39], "repositori": [0, 2, 6], "have": [0, 1, 3, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "over": [0, 13, 14, 15, 16, 20, 21, 31, 32, 33, 34, 38, 39], "50": 0, "star": [0, 1, 3], "42": 0, "respect": [0, 18, 35, 36, 37], "matlab": [0, 1, 2, 3, 18], "toolkit": [0, 4, 6, 18, 23, 24, 36], "download": [0, 1, 3, 4, 6, 24], "600": 0, "time": [0, 2, 4, 6, 7, 8, 9, 10, 11, 12, 15, 16, 18, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 36, 40, 41], "from": [0, 1, 2, 3, 4, 6, 7, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 34, 35, 36, 37, 38, 39, 41], "file": [0, 1, 3, 4, 6, 24], "exchang": [0, 1, 3, 6], "we": [0, 1, 3, 19, 21, 23, 37, 39], "would": [0, 18, 36, 40], "like": [0, 6, 18, 24, 36], "extend": 0, "our": [0, 1, 3], "gratitud": 0, "all": [0, 1, 3, 4, 6, 9, 17, 20, 21, 24, 27, 35, 38, 39], "those": 0, "who": 0, "us": [0, 1, 2, 3, 4, 6, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41], "work": [0, 6, 19, 37], "provid": [0, 1, 3, 20, 21, 23, 38, 39, 41], "help": [0, 20, 21, 38, 39], "feedback": 0, "plan": 0, "expand": 0, "hope": 0, "you": [0, 1, 3, 6, 23, 24], "continu": [0, 2], "support": 0, "thi": [0, 1, 3, 4, 17, 18, 20, 21, 23, 35, 36, 38, 39, 41], "endeavour": 0, "spread": 0, "word": 0, "ieee": [0, 2, 17, 18, 20, 21, 35, 36, 37, 38, 39], "embc": [0, 18, 21, 36, 39], "symposium": 0, "entropi": [0, 1, 2, 3, 4, 6, 23, 24, 41], "algorithm": [0, 2, 18, 20, 21, 36, 38, 39], "At": [0, 19, 20, 21, 23, 37, 38, 39, 41], "confer": [0, 2, 17, 18, 21, 35, 36, 39], "glasgow": 0, "entitl": 0, "recent": 0, "advanc": [0, 1, 3], "biomed": [0, 17, 18, 20, 21, 35, 36, 37, 38, 39], "signal": [0, 2, 6, 7, 11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 25, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "beyond": 0, "univari": [0, 2, 22, 40], "seri": [0, 2, 4, 6, 18, 22, 23, 24, 36, 40, 41], "wa": [0, 4, 24], "organis": 0, "prof": 0, "javier": [0, 2, 17, 18, 20, 35, 36, 38], "escudero": [0, 17, 18, 20, 35, 36, 38], "ann": [0, 2, 18, 20, 21, 36, 38, 39], "humeau": [0, 2, 18, 20, 21, 36, 38, 39], "huertier": 0, "introduc": 0, "method": [0, 1, 2, 3, 17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "analysi": [0, 2, 4, 6, 17, 18, 19, 20, 21, 24, 35, 36, 37, 38, 39], "engin": [0, 2, 17, 18, 20, 21, 35, 36, 38, 39], "commun": [0, 17, 18, 35, 36], "As": [0, 1, 3, 17, 35], "part": [0, 1, 3], "dr": 0, "matt": [0, 1, 3], "flood": [0, 1, 3, 18, 19, 21, 36, 37, 39], "present": [0, 1, 3, 18, 19, 21, 23, 36, 37, 39, 41], "audienc": 0, "advantag": [0, 4, 6, 24], "benefit": 0, "offer": 0, "The": [0, 1, 2, 3, 4, 6, 16, 17, 18, 19, 20, 21, 23, 24, 34, 35, 36, 37, 38, 39, 41], "medicin": [0, 17, 18, 35, 36], "biologi": [0, 17, 18, 35, 36], "take": [0, 1, 3, 35, 37], "place": 0, "15": [0, 16, 17, 20, 21, 35, 38, 39], "titl": 0, "quantif": [0, 17, 35], "where": [0, 4, 6, 13, 14, 15, 17, 18, 19, 23, 24, 31, 32, 33, 35, 36, 37, 41], "novel": [0, 2, 17, 21, 35, 39], "appic": 0, "biomedicin": [0, 2, 17, 35], "discuss": 0, "founder": 0, "lead": [0, 18, 36], "develop": [0, 1, 2, 3], "give": 0, "demonstr": 0, "function": [0, 1, 2, 3, 4, 6, 8, 12, 23, 24, 26, 30, 31, 32, 33, 34, 41], "reveal": 0, "futur": [0, 22, 40], "releas": [0, 22, 40], "read": 0, "more": [0, 1, 3, 4, 6, 17, 18, 23, 35, 36, 37], "programm": 0, "here": [0, 1, 3, 4, 5, 6, 18, 23, 24, 36], "meet": 0, "version": [0, 1, 3, 4, 6, 24], "v0": 0, "2": [0, 1, 3, 7, 8, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 25, 26, 28, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "two": [0, 1, 2, 3, 4, 6, 15, 17, 20, 22, 23, 33, 35, 38, 40, 41], "bidimension": [0, 6, 20, 21, 23, 24, 38, 39, 41], "permut": [0, 2, 17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "permen2d": [0, 18, 20, 21, 22, 36, 38, 39, 40], "espinosa": [0, 18, 20, 21, 22, 36, 38, 39, 40], "espen2d": [0, 18, 20, 21, 22, 36, 38, 39, 40], "paper": 0, "bring": 0, "attent": [0, 17, 20, 21, 22, 35, 38, 39, 40], "wider": 0, "happi": 0, "describ": [0, 1, 3], "publish": [0, 22, 40], "user": [0, 1, 3, 4, 6, 24], "requir": [0, 1, 3, 23, 40, 41], "thei": 0, "matthew": [0, 1, 3, 18, 19, 21, 36, 37, 39], "w": [0, 1, 3, 9, 17, 18, 19, 21, 27, 35, 36, 37, 39], "bernd": [0, 1, 3, 17, 18, 35, 36], "grimm": [0, 1, 3, 18, 36], "an": [0, 2, 4, 6, 7, 8, 9, 11, 12, 17, 18, 19, 20, 21, 23, 24, 26, 27, 29, 30, 35, 36, 37, 38, 39, 41], "open": [0, 2, 4, 6, 18, 24, 36], "sourc": [0, 2, 4, 6, 18, 24, 36], "entrop": [0, 4, 6, 18, 24, 36], "16": [0, 1, 3, 17, 18, 35, 36], "e0259448": [0, 1, 3, 18, 36], "doi": [0, 1, 3], "10": [0, 1, 3, 9, 17, 18, 20, 23, 27, 35, 36, 38, 41], "1371": [0, 1, 3], "journal": [0, 1, 2, 3, 17, 19, 20, 21, 35, 37, 38, 39], "pone": [0, 1, 3], "0259448": [0, 1, 3], "correct": [0, 12, 17, 19, 23, 30, 35, 37, 38, 39, 41], "enofen": [0, 17, 20, 21, 22, 35, 38, 39, 40], "follow": [0, 1, 3, 6, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41], "can": [0, 1, 2, 3, 4, 5, 6, 18, 20, 21, 24, 36, 38, 39], "specifi": [0, 14, 15, 17, 18, 19, 20, 21, 32, 33, 35, 36, 37, 38, 39], "amplitud": [0, 17, 35], "xmin": [0, 17, 35], "xmax": [0, 17, 35], "which": [0, 1, 3, 4, 6, 23, 24, 40], "number": [0, 1, 3, 7, 9, 11, 16, 17, 18, 19, 20, 21, 23, 25, 27, 29, 34, 35, 36, 37, 38, 39, 41], "slice": [0, 17, 35], "s1": [0, 20, 21, 38, 39], "partit": [0, 10, 17, 28, 35], "see": [0, 1, 3, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "literatur": [0, 1, 3, 22, 40], "info": [0, 1, 3, 17, 18, 35, 36, 37, 38], "initi": 0, "platform": 0, "pypi": [0, 1, 3, 24], "julia": [0, 1, 3], "packag": [0, 1, 2, 3, 4, 5, 6, 24, 40], "mai": [0, 1, 3, 6, 18, 36], "some": [0, 6, 23, 41], "bug": [0, 1, 3], "typo": 0, "s": [0, 2, 11, 17, 19, 23, 29, 35, 37, 41], "other": [0, 1, 3, 17, 35], "small": [0, 18, 36], "issu": 0, "iron": 0, "out": 0, "avail": [1, 3, 4, 6, 24, 35, 36, 37], "python": [1, 2, 3, 23, 36], "latest": [1, 3], "updat": [1, 3, 20, 21, 38, 39], "survei": [1, 3], "wide": [1, 3], "calcul": [1, 2, 3, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 39], "differ": [1, 3, 10, 19, 21, 23, 28, 35, 37, 39, 41], "statist": [1, 3, 4, 6, 20, 35, 38], "ever": [1, 3], "grow": [1, 3], "inform": [1, 2, 3, 4, 6, 17, 18, 19, 20, 24, 35, 36, 37], "theoret": [1, 3, 18, 36], "dynam": [1, 2, 3, 17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "system": [1, 2, 3, 4, 9, 10, 16, 17, 23, 27, 28, 34, 35, 41], "measur": [1, 2, 3, 17, 18, 35, 36], "although": [1, 3], "mani": [1, 3, 17, 35], "estim": [1, 3, 9, 22, 27, 40], "found": [1, 3, 4, 5, 17, 18, 19, 35, 36, 37], "variou": [1, 3], "corner": [1, 3, 6, 14, 32, 35, 36, 37], "internet": [1, 3, 23, 41], "current": [1, 3, 6, 19, 37], "perform": [1, 3, 4, 18, 36], "extens": [1, 3], "consist": [1, 3], "syntax": [1, 3, 6, 24, 40], "goal": [1, 3], "integr": [1, 2, 3, 17, 19, 35, 37], "establish": [1, 3], "one": [1, 3, 4, 6, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "uncertainti": [1, 3], "regard": [1, 3], "side": [1, 3], "same": [1, 3, 4, 18, 20, 21, 36, 38, 39], "coin": [1, 3], "gain": [1, 3], "remov": [1, 3, 17, 35], "In": [1, 3, 4, 6, 17, 23, 24, 41], "context": [1, 3], "probabl": [1, 3, 11, 17, 19, 29, 35, 37], "theori": [1, 2, 3], "quantifi": [1, 3, 13, 17, 18, 20, 31, 35, 36, 38], "concept": [1, 2, 3], "classic": [1, 3], "physic": [1, 2, 3, 17, 18, 20, 21, 35, 36, 38, 39], "under": [1, 3, 6, 17, 35], "second": [1, 3, 10, 19, 28, 35, 37], "law": [1, 3, 20, 38], "thermodynam": [1, 3], "consid": [1, 3], "underpin": [1, 3], "fundament": [1, 3, 20, 38], "understand": [1, 3], "nonlinear": [1, 2, 3, 17, 19, 35, 37], "central": [1, 3], "degre": [1, 3, 17, 19, 35, 37], "therefor": [1, 3, 18, 19, 36, 37], "explain": [1, 2, 3], "complex": [1, 2, 3, 14, 16, 17, 18, 20, 21, 32, 34, 35, 36, 38, 39], "behaviour": [1, 3], "real": [1, 3], "world": [1, 3], "attempt": [1, 3], "analys": [1, 2, 3], "analog": [1, 3], "around": [1, 3], "discret": [1, 3], "step": [1, 3], "do": [1, 2, 3, 4, 6, 18, 21, 36, 39], "so": [1, 3, 4, 6, 18, 21, 36, 39], "compromis": [1, 3], "abil": [1, 3], "accur": [1, 3], "deriv": [1, 3], "each": [1, 3, 6, 7, 11, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 29, 32, 33, 34, 35, 36, 37, 38, 39, 41], "seek": [1, 3], "best": [1, 3], "captur": [1, 3], "examin": [1, 3], "result": [1, 3, 6], "approxim": [1, 2, 3, 17, 19, 20, 21, 22, 23, 35, 37, 38, 39, 40, 41], "sampl": [1, 2, 3, 4, 6, 16, 17, 18, 19, 20, 21, 22, 23, 34, 35, 36, 37, 38, 39, 40, 41], "multiscal": [1, 2, 3, 4, 6, 17, 18, 19, 23, 24, 35, 36, 37, 41], "refin": [1, 3, 20, 21, 22, 23, 38, 39, 40, 41], "composit": [1, 3, 20, 21, 22, 23, 38, 39, 40, 41], "cross": [1, 2, 3, 4, 6, 12, 20, 23, 24, 30, 38, 41], "statisitc": [1, 3], "becom": [1, 3, 14, 15, 20, 21, 32, 33, 38, 39], "difficult": [1, 3], "identifi": [1, 3], "contrast": [1, 3], "compar": [1, 3, 17, 35, 37], "overcom": [1, 3, 18, 36], "design": [1, 2, 3, 4, 24], "comprehens": [1, 3, 4, 6, 24], "set": [1, 3, 9, 10, 16, 17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "simpl": [1, 3], "allow": [1, 3], "augment": [1, 3], "paramet": [1, 3, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "command": [1, 3, 4, 6, 24, 40, 41], "line": [1, 3, 4, 6, 17, 24], "enabl": [1, 3, 18, 19, 36, 37], "basic": [1, 3, 23, 41], "implement": [1, 3], "eas": [1, 3], "It": [1, 3, 17, 35], "import": [1, 3, 7, 8, 9, 10, 11, 13, 14, 15, 16, 18, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 41], "clarifi": [1, 3], "herein": [1, 3], "guid": [1, 3, 4, 6, 17, 18, 19, 20, 24, 35, 36, 37, 38], "pdf": [1, 3, 4, 6, 24], "booklet": [1, 3], "written": [1, 3, 40, 41], "effect": [1, 3], "find": [1, 3, 6], "descript": [1, 3], "exampl": [1, 3, 4, 5, 6, 18, 36], "refer": [1, 3, 4, 6, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39, 40], "section": [1, 2, 3, 6, 23, 40, 41], "access": [1, 3, 6, 24, 35, 36, 37], "through": [1, 3, 18, 19, 36, 37], "browser": [1, 3, 6], "apach": [1, 3], "0": [1, 3, 7, 8, 9, 10, 11, 14, 15, 16, 17, 18, 19, 20, 21, 23, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41], "free": [1, 3, 17, 35], "condit": [1, 3, 9, 12, 17, 19, 20, 21, 22, 23, 27, 30, 35, 37, 38, 39, 40, 41], "ani": [1, 3, 6, 20, 21, 22, 23, 24, 38, 39, 40, 41], "output": [1, 3, 35, 37], "realiz": [1, 3], "softwar": [1, 3, 6], "2021": [1, 3, 18, 19, 21, 35, 36, 37, 39], "www": [1, 3], "xyz": [1, 3], "copyright": [1, 3], "except": [1, 3], "complianc": [1, 3], "obtain": [1, 3], "copi": [1, 3], "http": [1, 3, 4, 19, 21, 37, 39], "org": [1, 3], "unless": [1, 3], "applic": [1, 2, 3, 18, 20, 21, 35, 36, 38, 39], "agre": [1, 3], "write": [1, 3], "distribut": [1, 3, 7, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41], "AS": [1, 3], "IS": [1, 3], "basi": [1, 3], "without": [1, 2, 3, 6, 10, 18, 28, 36], "warranti": [1, 3], "OR": [1, 3], "OF": [1, 3], "kind": [1, 3], "either": [1, 3, 17], "express": [1, 3, 18, 36], "impli": [1, 3], "specif": [1, 3, 4, 6], "languag": [1, 3, 5], "govern": [1, 3], "permiss": [1, 3], "limit": [1, 3], "For": [1, 3, 4, 6, 17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 40, 41], "term": [1, 2, 3, 17, 35], "com": [1, 3, 4, 19, 21, 37, 39], "mattwillflood": [1, 3, 4, 19, 21, 37, 39], "If": [1, 3, 17, 19, 20, 21, 35, 37, 38, 39], "pleas": [1, 3], "gaug": [1, 3], "satisfact": [1, 3], "question": [1, 3], "hesit": [1, 3], "fix": [1, 3, 20, 38], "need": [1, 3], "instal": [1, 3, 23], "thank": [1, 3], "singl": [2, 22, 40], "neuron": 2, "spike": [2, 17, 35], "variabl": [2, 17, 20, 21, 35, 37, 38, 39], "hippocampu": 2, "track": 2, "sensori": 2, "content": 2, "dure": 2, "memori": [2, 18, 36], "format": 2, "human": [2, 20, 38], "leonhard": 2, "waschk": 2, "fabian": 2, "kamp": 2, "evi": 2, "van": 2, "den": 2, "elzen": 2, "suresh": 2, "krishna": 2, "ulman": 2, "lindenberg": 2, "ueli": 2, "rutishaus": 2, "dougla": [2, 35, 37], "d": [2, 17, 20, 35, 38], "garrett": 2, "biorxiv": 2, "physiolog": [2, 17, 19, 20, 21, 35, 37, 38, 39], "cep": 2, "reson": 2, "breath": 2, "rate": [2, 17, 35, 37], "assess": [2, 17, 18, 19, 35, 36, 37], "fractal": [2, 8, 18, 23, 26, 36, 41], "dimens": [2, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 25, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "heart": [2, 17, 19, 20, 21, 35, 37, 38, 39], "asymmetri": [2, 17, 35], "david": [2, 17, 35], "mayor": 2, "toni": 2, "steffert": 2, "georg": [2, 17, 20, 35, 38], "datseri": 2, "andrea": [2, 17, 35], "firth": 2, "deepak": 2, "pandai": 2, "harikala": 2, "kandel": 2, "duncan": 2, "bank": 2, "enhanc": 2, "classif": [2, 17, 35], "preterm": 2, "birth": 2, "wavelet": [2, 17, 35], "transform": [2, 12, 17, 18, 30, 35, 36], "base": [2, 6, 8, 9, 10, 16, 18, 19, 20, 21, 23, 24, 26, 27, 28, 34, 36, 37, 38, 39, 41], "electrohysterogram": 2, "h\u00e9ctor": 2, "romero": 2, "moral": 2, "jenni": 2, "noem\u00ed": 2, "mu\u00f1oz": 2, "mont": 2, "de": [2, 20, 21, 38, 39], "oca": 2, "rodrigo": 2, "mora": 2, "mart\u00ednez": 2, "yecid": 2, "mina": 2, "paz": 2, "jos\u00e9": [2, 20, 21, 38, 39], "rey": 2, "lago": 2, "frontier": [2, 20, 38], "endocrinolog": 2, "fine": [2, 17, 23, 35, 41], "gross": 2, "motor": [2, 17, 35], "task": 2, "fibromyalgia": 2, "patient": 2, "precis": 2, "retrospect": 2, "studi": 2, "nanci": 2, "anacleto": 2, "br\u00edgida": 2, "reposit\u00f3rio": 2, "cient\u00edfico": 2, "instituto": 2, "polit\u00e9cnico": 2, "santar\u00e9m": 2, "cerebr": 2, "oxygen": 2, "satur": 2, "pneumoperitoneum": 2, "trendelenburg": 2, "posit": [2, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "cohort": 2, "xiaoxiao": 2, "wang": [2, 17, 19, 35, 37], "chang": [2, 6, 17, 35], "liu": [2, 17, 35], "kai": 2, "zhang": [2, 21, 35, 39], "yunliang": 2, "yao": 2, "yu": 2, "weidong": 2, "mi": 2, "hao": 2, "li": [2, 17, 35], "ag": 2, "clinic": [2, 17, 35], "experiment": 2, "chao": [2, 18, 36], "strength": [2, 19, 37], "taylor": 2, "sine": 2, "chaotic": [2, 17, 35], "map": [2, 18, 36], "ioanni": 2, "kafetzi": 2, "lazaro": 2, "moysi": 2, "christo": 2, "volo": 2, "util": 2, "intraop": 2, "nir": 2, "oximetri": 2, "data": [2, 9, 10, 12, 16, 17, 18, 19, 20, 21, 23, 27, 28, 30, 34, 35, 36, 37, 38, 39, 41], "diagnosi": [2, 17, 35], "postop": 2, "cognit": [2, 20, 38], "improv": [2, 17, 35], "ran": 2, "huo": [2, 17, 35], "wanzhong": 2, "yuan": 2, "huishu": 2, "tao": [2, 21, 39], "nan": [2, 9, 27], "electroencephalogram": 2, "toward": 2, "psychogen": 2, "non": 2, "epilept": 2, "seizur": 2, "chloe": 2, "hinchliff": 2, "mahinda": 2, "yogarajah": 2, "samia": 2, "elkommo": 2, "hongi": 2, "tang": 2, "daniel": 2, "abasolo": 2, "dimension": [2, 22, 40], "detect": [2, 17, 35], "radiograph": 2, "sign": 2, "tooth": 2, "resorpt": 2, "hypercementosi": 2, "equin": 2, "model": 2, "kamil": 2, "g\u00f3rski": 2, "marta": 2, "borowska": 2, "el\u017cbieta": 2, "stefanik": 2, "izabela": 2, "polkowska": 2, "bernard": 2, "turek": 2, "andrzej": 2, "bereznowski": 2, "ma\u0142gorzata": 2, "domino": 2, "infrar": 2, "thermographi": 2, "rider": 2, "hors": 2, "bodyweight": 2, "ratio": [2, 17], "horseback": 2, "ride": 2, "\u0142ukasz": 2, "zdrojkowski": 2, "tomasz": 2, "jasi\u0144ski": 2, "urszula": 2, "sikorska": 2, "micha\u0142": 2, "skibniewski": 2, "ma\u015bko": 2, "sensor": [2, 17, 35], "what": [2, 23], "metric": [2, 35, 36, 37], "tell": 2, "type": [2, 4, 6, 17, 18, 20, 21, 22, 24, 35, 38, 39, 40], "fixat": 2, "video": 2, "view": [2, 9], "k": [2, 8, 9, 10, 16, 17, 20, 21, 27, 28, 34, 35, 38, 39], "melnyk": 2, "l": [2, 17, 20, 21, 35, 38, 39], "friedman": 2, "o": 2, "komogortsev": 2, "texa": 2, "state": [2, 17, 35, 37], "digit": 2, "librari": 2, "respons": 2, "travel": 2, "ionospher": 2, "disturb": 2, "across": [2, 17, 20, 21, 35, 38, 39], "eastern": 2, "africa": 2, "sector": [2, 17, 35], "geomagnet": 2, "storm": 2, "neural": [2, 17, 20, 35, 38], "network": [2, 38], "i": [2, 13, 17, 19, 20, 21, 23, 31, 35, 37, 38, 39, 40, 41], "A": [2, 4, 6, 17, 18, 19, 20, 21, 24, 35, 36, 37, 38, 39], "oludehinwa": 2, "velichko": 2, "b": [2, 17, 19, 35, 37], "ogunsua": 2, "olusola": 2, "odeyemi": 2, "n": [2, 13, 17, 19, 23, 31, 35, 37, 41], "njah": 2, "t": [2, 9, 17, 18, 19, 20, 21, 27, 35, 36, 37, 38, 39], "ologun": 2, "geophys": 2, "space": 2, "acoust": 2, "cavit": 2, "identif": 2, "propel": 2, "yang": [2, 17, 21, 35, 39], "lilin": 2, "cui": 2, "marin": 2, "scienc": [2, 17, 19, 35, 37], "deep": 2, "learn": [2, 4, 6], "umang": 2, "goenka": 2, "param": 2, "patil": 2, "kush": 2, "gosalia": 2, "aaryan": 2, "jagetia": 2, "arxiv": 2, "pressur": 2, "injuri": 2, "link": [2, 4, 6, 17, 24, 35], "abdomin": 2, "temperatur": 2, "nikhil": 2, "padhy": 2, "denis": 2, "rio": 2, "vaunett": 2, "fai": 2, "sandra": 2, "hanneman": 2, "23rd": 2, "intern": [2, 17, 18, 21, 35, 36, 39], "reus": 2, "iri": 2, "structur": 2, "empir": [2, 20, 38], "comparison": [2, 18, 35, 36, 37], "indic": [2, 17, 18, 19, 35, 36, 37], "neurokit2": 2, "dominiqu": 2, "makowski": 2, "shu": 2, "te": 2, "tam": 2, "pham": [2, 20, 38], "zen": 2, "juen": 2, "lau": 2, "h": [2, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "annabel": 2, "chen": [2, 17, 35], "techniqu": 2, "nneten": 2, "short": [2, 17, 35], "noisi": [2, 17, 35], "hanif": 2, "heidari": 2, "andrei": 2, "registri": 4, "complet": [4, 6], "sever": [4, 6, 23, 24], "depend": [4, 19, 24, 37], "alongsid": [4, 24], "alreadi": [4, 24, 41], "dsp": 4, "fftw": 4, "delimitedfil": 4, "random": [4, 7, 19, 23, 25, 37, 41], "plot": [4, 16, 17, 20, 21, 34, 35, 38, 39], "statsbas": 4, "statsfun": 4, "groupslic": 4, "combinator": 4, "cluster": 4, "linearalgebra": 4, "dierckx": 4, "5": [4, 8, 11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 26, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "intend": [4, 6, 24], "wai": [4, 6, 20, 21, 24, 38, 39], "repl": 4, "should": [4, 6], "appear": 4, "vx": 4, "y": [4, 9, 10, 16, 19, 23, 27, 28, 34, 37, 41], "pkg": 4, "x": [4, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 41], "your": [4, 6, 18, 24, 36], "add": [4, 6], "note": [4, 6, 11, 17, 18, 19, 29, 35, 36, 37], "case": [4, 6, 20, 21, 38, 39], "sensit": [4, 17, 20, 21, 35, 38, 39], "altern": [4, 6], "modul": [4, 24, 40, 41], "procedur": [4, 13, 20, 31, 38], "after": 4, "check": [4, 6, 24], "correctli": [4, 6, 24], "load": 4, "greet": [4, 24], "___": [4, 6, 24], "_": [4, 6, 24, 25, 29, 31, 33, 35], "_____": [4, 6, 24], "____": [4, 6, 24], "___________": [4, 6, 24], "__": [4, 6, 24], "_______": [4, 6, 24], "______": [4, 6, 24], "kei": [4, 6, 24], "make": [4, 6, 24], "most": [4, 6, 24], "easili": [4, 6], "name": [4, 17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "sampen": [4, 6, 7, 14, 17, 18, 19, 20, 21, 22, 24, 25, 32, 35, 36, 37, 38, 39, 40, 41], "xspecen": [4, 6, 17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "spectral": [4, 6, 17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "hxmsen": [4, 6, 16, 20, 21, 22, 23, 34, 38, 39, 40, 41], "hierarch": [4, 6, 20, 21, 22, 23, 38, 39, 40, 41], "detail": [4, 6, 23, 24], "api": [4, 6, 24], "io": 4, "addit": [6, 17, 35, 37], "toolbox": [2, 6], "get": [6, 7, 17, 25], "full": [6, 17, 19, 23, 35, 37, 41], "process": [2, 6, 17, 18, 35, 36], "machin": [2, 6], "howev": [6, 18, 36], "2016a": 6, "2015a": 6, "2015b": 6, "recommend": [2, 6, 17, 23, 24, 35], "older": 6, "than": [6, 18, 23, 36], "2016": [6, 17, 18, 21, 35, 36, 39], "onli": [6, 16, 18, 23, 34, 36, 41], "done": 6, "caution": [6, 18, 36], "Ons": 6, "home": 6, "tab": 6, "click": 6, "search": 6, "bar": 6, "top": 6, "right": [6, 13, 31], "instruct": 6, "must": [6, 18, 36], "log": [6, 17, 18, 19, 35, 36, 37], "mathwork": 6, "account": [6, 18, 36], "go": 6, "folder": [6, 24], "mltbx": 6, "directori": [6, 24], "save": [6, 24], "doubl": 6, "enter": [6, 17, 19, 24, 35, 36, 37], "logo": [6, 23, 41], "displai": 6, "supplement": 6, "custom": [6, 23], "relev": 6, "doc": 6, "functionnam": [6, 24], "simpli": [6, 24], "docstr": [6, 24], "window": [6, 17, 24, 35], "e": [2, 6, 17, 18, 20, 21, 23, 24, 35, 36, 37, 38, 39, 40, 41], "g": [2, 6, 9, 10, 16, 17, 18, 20, 21, 24, 27, 28, 34, 35, 36, 38, 39], "also": [6, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "subsect": [6, 24], "outlin": [6, 23, 24, 41], "normal": [2, 7, 10, 13, 16, 18, 23, 25, 28, 31, 34, 36, 41], "mean": [7, 17, 20, 21, 23, 25, 35, 38, 39, 41], "sd": [7, 17, 18, 19, 20, 21, 23, 25, 35, 36, 37, 38, 39, 41], "embed": [7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 25, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "m": [2, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37], "4": [7, 13, 14, 16, 17, 18, 19, 20, 21, 23, 25, 31, 32, 34, 35, 36, 37, 38, 39, 41], "exampledata": [7, 8, 9, 10, 11, 13, 14, 15, 16, 25, 26, 27, 28, 29, 31, 32, 33, 34], "gaussian": [7, 23, 25, 35, 36, 37, 41], "samp": [7, 17, 25, 35], "1x5": 7, "1789": [7, 25], "1757": [7, 25], "1819": [7, 25], "2209": [7, 25], "1756": [7, 25], "select": [2, 7, 11, 17, 18, 19, 20, 21, 25, 29, 35, 36, 37, 38, 39], "last": [7, 16, 25, 34], "valu": [7, 14, 15, 16, 17, 18, 19, 20, 21, 25, 32, 33, 34, 35, 36, 37, 38, 39], "end": 7, "delai": [7, 8, 9, 10, 11, 12, 15, 16, 17, 18, 19, 20, 21, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39], "tau": [7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37], "phi1": [7, 18, 25, 36], "phi2": [7, 18, 25, 36], "1833": [7, 25], "1880": [7, 25], "1892": [7, 25], "1441": [7, 25], "imag": [2, 8, 18, 23, 26, 36, 41], "mandelbrot": [8, 23, 26, 41], "matrix": [8, 19, 21, 22, 23, 26, 37, 39, 40, 41], "mandelbrot_mat": [8, 23, 26, 41], "figur": [8, 9, 10, 16, 27, 28, 34], "color": [8, 9, 10, 16], "imshow": [8, 26], "initialmagnif": 8, "500": 8, "colormap": 8, "hot": [8, 26], "trit": [8, 26], "logarithm": [8, 9, 10, 16, 17, 18, 19, 20, 21, 26, 27, 28, 34, 35, 36, 37, 38, 39], "3": [8, 9, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 23, 24, 26, 27, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 41], "templat": [8, 18, 19, 26, 36, 37], "size": [8, 18, 23, 26, 36, 41], "8": [8, 11, 13, 14, 17, 18, 20, 21, 23, 26, 29, 31, 32, 35, 36, 38, 39, 41], "linear": [2, 8, 17, 18, 19, 26, 35, 36, 37], "distanc": [8, 15, 17, 18, 19, 26, 33, 35, 36, 37], "linearli": [8, 26], "normalis": [8, 9, 14, 17, 18, 19, 26, 27, 32, 35, 36, 37], "f": [2, 8, 26], "exp": [8, 26, 35, 36, 37], "frac": [8, 13, 26, 31], "x_": [8, 26], "min": [8, 17, 26, 35], "max": [8, 17, 26, 35], "fe2d": [8, 26], "fuzzen2d": [8, 17, 18, 19, 20, 21, 22, 23, 26, 35, 36, 37, 38, 39, 40, 41], "fx": [8, 12, 17, 18, 19, 26, 30, 35, 36, 37], "r": [2, 8, 9, 12, 13, 14, 15, 17, 18, 19, 20, 21, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 39], "logx": [8, 9, 10, 16, 17, 18, 19, 26, 27, 28, 30, 31, 32, 33, 34, 35, 36, 37], "0016": 8, "z": [9, 23, 27, 35, 36, 37, 41], "compon": [9, 10, 16, 23, 27, 28, 34, 41], "lorenz": [9, 23, 27, 41], "equat": [9, 10, 16, 27, 28, 34], "plot3": 9, "xlabel": [9, 10, 16], "ylabel": [9, 10, 16], "zlabel": 9, "gca": [9, 10, 16], "axi": [9, 10, 16, 17, 27, 28, 34, 35], "squar": [9, 10, 16], "dit": [9, 27], "alpha": [9, 17, 23, 27, 35, 41], "234": [9, 27], "return": [9, 10, 11, 16, 17, 18, 19, 20, 21, 27, 28, 29, 34, 35, 36, 37, 38, 39], "pnorm": [9, 17, 27, 35], "possibl": [9, 17, 18, 19, 21, 23, 27, 35, 36, 37, 39, 41], "cpe": [9, 17, 27, 35], "perm": [9, 17, 27, 35, 37], "permen": [9, 17, 18, 19, 20, 21, 22, 27, 35, 37, 38, 39, 40], "typex": [9, 17, 18, 27, 35, 36], "finegrain": [9, 17, 27, 35], "tpx": [9, 17, 27, 35], "norm": [9, 10, 13, 16, 17, 18, 19, 27, 28, 30, 31, 34, 35, 36, 37], "fals": [9, 10, 17, 18, 19, 20, 21, 27, 28, 30, 31, 34, 35, 36, 37, 38, 39], "8687": [9, 27], "9468": [9, 27], "4734": [9, 27], "0781": [9, 27], "henon": [10, 16, 23, 28, 34, 41], "bit": [10, 28], "7": [10, 17, 18, 20, 21, 23, 28, 35, 36, 37, 38, 39, 41], "angular": [10, 17, 28, 35], "order": [10, 14, 19, 20, 21, 28, 32, 35, 37, 38, 39], "pha": [10, 17, 28, 35], "phasen": [10, 17, 20, 21, 22, 28, 35, 38, 39, 40], "plotx": [10, 16, 17, 20, 21, 28, 34, 35, 38, 39], "true": [10, 13, 16, 17, 18, 19, 20, 21, 23, 28, 31, 34, 35, 36, 37, 38, 39, 41], "0193": 10, "8395": [10, 28], "pseudorandom": [11, 13, 14, 15, 23, 29, 31, 32, 33, 41], "integ": [11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "sturg": [11, 17, 18, 19, 29, 35, 36, 37], "randintegers2": [11, 15, 23, 29, 33, 41], "xdist": [11, 19, 29, 37], "xdisten": [11, 17, 18, 19, 20, 21, 22, 29, 35, 36, 37, 38, 39, 40], "17": [11, 17, 20, 29, 35, 38], "25": [11, 14, 29, 32], "were": [11, 16, 29, 34], "empti": [11, 29], "5248": [11, 29], "rice": [11, 17, 18, 19, 29, 35, 36, 37], "determin": [11, 29], "histogram": [11, 17, 18, 19, 29, 35, 36, 37], "ppi": [11, 17, 19, 29, 35, 37], "407": [11, 29], "415": [11, 29], "2802": [11, 29], "0000": [11, 29], "0047": [11, 29], "0368": [11, 29], "1096": [11, 29], "1978": [11, 29], "2558": [11, 29], "2421": [11, 29], "1531": [11, 29], "creat": [12, 13, 14, 15, 16, 18, 20, 21, 30, 31, 32, 33, 34, 36, 38, 39], "mobj": [12, 13, 14, 15, 16, 20, 21, 30, 31, 32, 33, 34, 38, 39], "fuzzi": [12, 17, 18, 19, 20, 21, 22, 23, 30, 35, 36, 37, 38, 39, 40, 41], "sigmoid": [12, 17, 18, 19, 30, 35, 36, 37], "scale": [12, 13, 14, 15, 16, 17, 20, 21, 23, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "fuzzen": [12, 17, 18, 19, 20, 21, 22, 30, 35, 36, 37, 38, 39, 40], "struct": [12, 13, 14, 15], "field": [12, 13, 14, 15], "func": [12, 13, 14, 15, 30, 31, 32, 33, 34], "2000": [12, 17, 19, 35, 37], "6": [12, 14, 17, 18, 19, 20, 21, 23, 24, 30, 32, 34, 35, 36, 37, 38, 39, 41], "symbol": [12, 16, 17, 18, 19, 20, 21, 22, 30, 34, 35, 36, 37, 38, 39, 40], "xconden": [12, 16, 17, 19, 20, 21, 22, 30, 34, 35, 37, 38, 39, 40], "c": [2, 12, 16, 17, 18, 19, 20, 21, 27, 30, 34, 35, 36, 37, 38, 39], "uniformli": [13, 14, 15, 23, 31, 32, 33, 41], "object": [13, 14, 15, 16, 20, 21, 23, 31, 32, 33, 34, 38, 39, 41], "entyp": [13, 14, 15, 16, 20, 21, 31, 32, 33, 34, 38, 39], "incren": [13, 17, 20, 21, 22, 31, 35, 38, 39, 40], "resolut": [13, 17, 19, 31, 35, 37], "randinteg": [13, 14, 23, 31, 32, 41], "msobject": [13, 14, 15, 16, 20, 21, 23, 31, 32, 33, 34, 38, 39, 41], "tempor": [13, 14, 15, 16, 17, 20, 21, 31, 32, 33, 34, 35, 38, 39], "modifi": [13, 17, 20, 21, 31, 35, 38, 39], "grain": [13, 17, 20, 21, 23, 31, 35, 38, 39, 41], "y_j": [13, 31], "sum_": [13, 31], "left": [13, 31], "j": [2, 13, 17, 19, 31, 35, 37], "_i": [13, 31], "msx": [13, 14, 15, 16, 20, 21, 31, 32, 33, 34, 38, 39], "msen": [13, 17, 18, 19, 20, 21, 22, 31, 35, 36, 37, 38, 39, 40], "methodx": [13, 20, 21, 31, 38, 39], "2719": [13, 31], "3059": [13, 31], "2863": [13, 31], "2494": [13, 31], "2773": [13, 31], "radiu": [14, 15, 17, 18, 19, 20, 21, 32, 33, 35, 36, 37, 38, 39], "threshold": [14, 15, 17, 18, 19, 20, 21, 32, 33, 35, 36, 37, 38, 39], "2500": 14, "index": [14, 16, 20, 21, 32, 34, 38, 39], "ci": [14, 16, 17, 19, 20, 21, 32, 34, 35, 37, 38, 39], "3rd": [14, 32], "butterworth": [14, 20, 21, 32, 38, 39], "filter": [14, 20, 21, 32, 38, 39], "frequenc": [14, 17, 19, 20, 21, 32, 35, 37, 38, 39], "median": [14, 17, 20, 21, 32, 35, 38, 39], "absolut": [14, 20, 21, 32, 38, 39], "deviat": [14, 20, 21, 32, 38, 39], "rmsen": [14, 20, 21, 22, 32, 38, 39, 40], "f_order": [14, 20, 21, 32, 38, 39], "f_num": [14, 20, 21, 32, 38, 39], "radnew": [14, 15, 20, 21, 32, 33, 38, 39], "5280": [14, 32], "5734": [14, 32], "5939": 14, "5908": [14, 32], "5563": 14, "8424": 14, "xapen": [15, 17, 19, 20, 21, 22, 33, 35, 37, 38, 39, 40], "5000": [15, 23, 41], "comsposit": [15, 33], "varianc": [15, 20, 21, 33, 35, 37, 38, 39], "cxmsen": [15, 20, 21, 22, 33, 38, 39, 40], "0893": 15, "4746": [15, 33], "2932": [15, 33], "12": [16, 17, 20, 34, 35, 38], "averag": [16, 17, 19, 20, 21, 34, 35, 37, 38, 39], "sn": [16, 20, 21, 34, 38, 39], "curv": [16, 20, 21, 34, 35, 36, 37, 38, 39], "tree": [16, 20, 21, 34, 38, 39], "node": [16, 20, 21, 34, 38, 39], "4096": [16, 23, 34, 41], "decomposit": [2, 16, 20, 21, 34, 38, 39], "404": [16, 17, 34, 35], "sequenc": [16, 17, 19, 20, 21, 34, 35, 37, 38, 39], "ignor": [16, 34], "5159": [16, 34], "6245": [16, 34], "5634": [16, 34], "7022": [16, 34], "6533": [16, 34], "5853": [16, 34], "7956": [16, 34], "8447": [16, 34], "7605": [16, 34], "8415": [16, 34], "8115": [16, 34], "5128": [16, 34], "6862": [16, 34], "8679": [16, 34], "8287": [16, 34], "5940": [16, 32, 34], "6841": [16, 34], "7692": [16, 34], "5632": [16, 34], "form": [17, 19, 24, 35, 37], "apen": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "sig": [17, 19, 20, 21, 30, 31, 32, 33, 34, 35, 37, 38, 39], "varargin": [17, 18, 19, 20, 21], "ap": [17, 35], "phi": [17, 19, 35, 37], "match": [17, 18, 19, 35, 36, 37], "vector": [17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "default": [17, 18, 19, 20, 21, 23, 30, 35, 36, 37, 38, 39, 41], "natur": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "pair": [17, 18, 19, 20, 21, 35, 37], "argument": [17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 40, 41], "scalar": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "conden": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "dispen": [17, 18, 20, 21, 22, 35, 36, 38, 39, 40], "steven": [17, 19, 35, 37], "pincu": [17, 19, 35, 37], "proceed": [17, 19, 35, 37], "nation": [17, 19, 35, 37], "academi": [2, 17, 19, 35, 37], "88": [17, 35], "1991": [17, 35], "2297": [17, 35], "2301": [17, 35], "attnen": [17, 20, 21, 22, 35, 38, 39, 40], "attn": [17, 35], "sub": [17, 18, 20, 21, 35, 36, 38, 39], "hxx": [17, 35], "hxn": [17, 35], "hnn": [17, 35], "hnx": [17, 35], "local": [17, 35], "maxima": [17, 35], "interv": [17, 35], "minima": [17, 35], "between": [17, 18, 20, 22, 35, 36, 38, 40], "subsequ": [17, 35], "specen": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "jiawei": [17, 35], "et": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "al": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "interbeat": [17, 35], "transact": [2, 17, 20, 21, 35, 38, 39], "affect": [2, 17, 35], "comput": [2, 17, 18, 20, 21, 35, 36, 37, 38, 39], "2020": [17, 21, 35, 39], "bubben": [17, 20, 21, 22, 35, 38, 39, 40], "bubbl": [17, 20, 21, 22, 35, 38, 39, 40], "bubb": [17, 35], "renyi": 17, "aktaruzzaman": [17, 35], "roberto": [17, 35], "sassi": [17, 35], "almost": [17, 35], "64": [17, 20, 35, 38], "2017": [17, 18, 20, 35, 36, 38], "2711": [17, 35], "2718": [17, 35], "cond": [17, 35], "sew": [17, 19, 35, 37], "sez": [17, 19, 35, 37], "correspond": [17, 19, 35, 36, 37], "shannon": [17, 18, 19, 35, 36, 37], "boolean": [17, 18, 19, 35, 36, 37], "disten": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "xpermen": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "alberto": [17, 19, 35, 37], "porta": [17, 19, 35, 37], "regular": [17, 35], "sympathet": [17, 35], "outflow": [17, 35], "biolog": [17, 19, 20, 21, 35, 37, 38, 39], "cybernet": [17, 19, 35, 37], "78": [17, 35], "1998": [17, 35], "71": [17, 20, 35, 38], "cosien": [17, 20, 21, 22, 35, 38, 39, 40], "cosin": [17, 20, 21, 22, 35, 38, 39, 40], "similar": [17, 18, 20, 21, 22, 35, 36, 38, 39, 40], "cosi": [17, 35], "bm": [17, 35], "global": [17, 35], "zero": 17, "slopen": [17, 20, 21, 22, 35, 38, 39, 40], "griden": [17, 20, 21, 22, 35, 38, 39, 40], "hmsen": [17, 20, 21, 22, 23, 35, 38, 39, 40, 41], "theerasak": [17, 35], "chanwimalueang": [17, 35], "danilo": [17, 35], "mandic": [17, 35], "self": [17, 35], "correl": [17, 19, 35, 37], "19": [17, 20, 35, 38], "652": [17, 35], "dist": [17, 35], "bin": [17, 18, 19, 35, 36, 37], "string": [17, 18, 19, 23, 35, 36, 37, 38, 39, 41], "sqrt": [17, 18, 19, 35, 36, 37], "doan": [17, 18, 19, 35, 36, 37], "disten2d": [17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "k2en": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "peng": [17, 20, 21, 35, 38, 39], "heartbeat": [17, 20, 35, 38], "medic": [17, 35], "53": [17, 35], "2015": [17, 19, 20, 21, 35, 37, 38, 39], "77": [17, 35], "87": [17, 35], "dispers": [17, 18, 20, 21, 22, 35, 36, 38, 39, 40], "dispx": [17, 35], "rde": [17, 18, 35, 36], "revers": [17, 18, 35, 36], "cumul": [17, 18, 35, 36], "densiti": [17, 18, 35, 36], "ncdf": [17, 18, 35, 36], "kmean": [17, 18, 35, 36], "finesort": [17, 35], "equal": [17, 18, 35, 36], "fluct": [17, 35], "when": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "fluctuat": [17, 35], "pattern": [17, 18, 19, 35, 36, 37], "2c": [17, 35], "rho": [17, 23, 35, 41], "tune": [17, 35], "sydyen": [17, 20, 21, 22, 35, 38, 39, 40], "mostafa": [2, 17, 35], "rostaghi": [2, 17, 35], "hame": [2, 17, 18, 20, 35, 36, 37, 38], "azami": [2, 17, 18, 20, 35, 36, 37, 38], "letter": [17, 18, 20, 21, 35, 36, 38, 39], "23": [17, 18, 35, 36], "610": [17, 35], "614": [17, 35], "20": [17, 18, 20, 23, 35, 36, 38, 41], "2018": [17, 18, 19, 20, 35, 36, 37, 38], "210": [17, 35], "yux": [17, 35], "xiang": [17, 35], "gao": [17, 20, 35, 38], "long": [17, 35], "2019": [17, 18, 21, 35, 36, 37, 39], "5203": [17, 35], "wenlong": [17, 35], "fu": [17, 35], "fault": [2, 17, 35], "roll": [17, 35], "bear": [17, 35], "sort": [17, 35], "svm": [2, 17, 35], "optim": [2, 17, 20, 21, 35, 38, 39], "mutat": [17, 35], "sca": [17, 35], "pso": [17, 35], "21": [17, 35], "eoe": [17, 35], "aven": [17, 35], "s2": [17, 20, 21, 35, 38, 39], "level": [17, 35], "length": [17, 19, 21, 23, 35, 37, 39, 41], "xrang": [17, 35], "element": [17, 18, 19, 20, 35, 36, 37, 38], "franci": [17, 35], "hsu": [17, 35], "550": [17, 35], "fuzz": [17, 35], "ps1": [17, 19, 35, 37], "ps2": [17, 19, 35, 37], "modsampen": [17, 18, 19, 35, 36, 37], "gudermannian": [17, 18, 19, 35, 36, 37], "defin": [17, 18, 19, 35, 36, 37], "divisor": [17, 18, 19, 35, 36, 37], "exponenti": [17, 18, 19, 35, 36, 37], "subtract": [17, 18, 19, 35, 36, 37], "pre": [17, 18, 19, 35, 36, 37], "divis": [17, 18, 19, 35, 36, 37], "expon": [17, 18, 19, 35, 36, 37], "whose": [17, 18, 19, 35, 36, 37], "numer": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "gd": [17, 18, 19, 35, 36, 37], "atan": [17, 18, 19, 35, 36, 37], "tanh": [17, 18, 19, 35, 36, 37], "maximum": [17, 18, 19, 23, 35, 36, 37, 41], "minimuum": [17, 18, 19, 35, 36, 37], "further": [17, 19, 20, 35, 37, 38], "xfuzzen": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "weit": [17, 35], "character": [2, 17, 35], "surfac": [2, 17, 35], "emg": [17, 35], "rehabilit": [17, 35], "2007": [17, 35], "266": [17, 35], "272": [17, 35], "hong": [17, 19, 35, 37], "bo": [17, 19, 35, 37], "xie": [17, 19, 35, 37], "wei": [17, 35], "xing": [17, 35], "he": [17, 35], "hui": [17, 35], "372": [17, 35], "48": [17, 35], "2008": [17, 35], "7140": [17, 35], "7146": [17, 35], "grid": [17, 20, 21, 22, 35, 38, 39, 40], "gde": [17, 35], "gdr": [17, 35], "coars": [17, 20, 21, 35, 38, 39], "pix": [17, 35], "gix": [17, 35], "six": [17, 35], "aix": [17, 35], "percentag": [17, 18, 36], "point": [17, 19, 23, 35, 36, 37, 41], "below": [17, 23, 41], "ident": 17, "proport": 17, "abov": [17, 20, 21, 35, 38, 39], "phase": [17, 20, 21, 22, 23, 35, 38, 39, 40, 41], "angl": 17, "area": [17, 35], "poicar": 17, "bivari": [17, 19, 35, 37], "yan": [17, 21, 35, 39], "descriptor": [17, 35], "poincar": 17, "analyz": [17, 18, 21, 35, 36, 39], "109": [17, 35], "280": [17, 35], "289": [17, 21, 35, 39], "onlin": [17, 35], "14": [17, 35], "period": [17, 20, 21, 35, 38, 39], "autonom": [2, 17, 35], "regul": [17, 35], "american": [17, 19, 35, 37], "regulatori": [17, 35, 37], "295": [17, 35], "r550": [17, 35], "r557": [17, 35], "karmakar": [17, 35], "khandok": [17, 35], "palaniswami": [17, 35], "36": [17, 35], "303": [17, 35], "increment": [17, 20, 21, 22, 23, 35, 38, 39, 40, 41], "incr": [17, 35], "xiaofeng": [17, 35], "18": [17, 35], "22": [17, 21, 35, 39], "jiang": [17, 20, 21, 35, 38, 39], "xu": [17, 20, 21, 35, 38, 39], "xue": [17, 35], "133": [17, 35], "appropri": [17, 35], "electrophysiolog": [17, 35], "95": [17, 35], "13": [17, 35], "kolmogorov": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "k2": [17, 19, 35], "xk2en": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "peter": [2, 17, 35], "grassberg": [17, 35], "itamar": [17, 35], "procaccia": [17, 35], "review": [17, 20, 21, 35, 38, 39], "28": [17, 23, 35, 41], "1983": [17, 35], "2591": [17, 35], "lin": [17, 19, 35, 37], "jue": [17, 35], "longwei": [17, 35], "event": [17, 35], "relat": [17, 35], "desynchron": [17, 35], "synchron": [17, 35], "eeg": [2, 17, 35], "eng": [17, 35], "2013": [17, 20, 21, 35, 38, 39], "jun": [17, 35], "03602": [17, 35], "permuat": [17, 19, 35, 37], "standard": [17, 20, 21, 35, 38, 39], "recommened": [17, 35], "5m": [17, 35], "amigo": [17, 35], "europhi": [17, 35], "lett": [17, 35], "83": [17, 35], "60005": [17, 35], "list": [17, 35], "oper": 17, "undefin": [17, 19, 35, 37], "uniqu": [17, 35], "variat": [17, 35], "ampawar": [17, 35], "weight": [17, 35], "edg": [17, 19, 35, 37], "associ": [17, 35], "variant": [17, 20, 35, 38], "xmsen": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "christoph": [2, 17, 35], "bandt": [17, 35], "pomp": [17, 35], "2002": [17, 20, 21, 35, 37, 38, 39], "174102": [17, 35], "xiao": [17, 35], "feng": [17, 21, 35, 39], "yue": [17, 35], "chines": [17, 35], "2009": [17, 20, 21, 35, 38, 39], "2690": [17, 35], "chunhua": [17, 35], "bian": [17, 35], "85": [17, 35], "2012": [17, 18, 35, 36], "021906": [17, 20, 35, 38], "bilal": [2, 17, 35], "fadlallah": [17, 35], "incorpor": [17, 22, 35, 40], "022911": [17, 35], "awar": [17, 35], "illustr": [17, 35], "segment": [17, 35], "program": [2, 17, 35], "128": [17, 18, 23, 35, 36, 41], "40": [17, 35], "51": [17, 35], "zhiqiang": [17, 35], "45th": [17, 35], "annual": [17, 18, 21, 35, 36, 39], "industri": [17, 35], "electron": [17, 35], "soc": [17, 35], "5998": [17, 35], "6003": [17, 35], "zhe": [17, 35], "1403829": [17, 35], "maik": [17, 35], "riedl": [17, 35], "m\u00fcller": [17, 35], "niel": [17, 35], "wessel": [17, 35], "practic": [17, 35], "consider": [17, 35], "european": [17, 35], "special": [17, 35], "topic": [17, 35], "222": [17, 35], "249": [17, 35], "262": [17, 35], "begin": [17, 35], "along": [17, 35], "somewhat": [17, 35], "arbitrari": [17, 35], "even": [17, 35], "prefer": [17, 35], "multipl": [2, 17, 35], "sake": [17, 35], "symmetri": [17, 35], "poincar\u00e9": [17, 35], "ashish": [17, 35], "rohila": [17, 35], "ambalika": [17, 35], "sharma": [17, 35], "105006": [17, 35], "xsampen": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "sampen2d": [17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "joshua": [17, 19, 35, 37], "richman": [17, 19, 35, 37], "randal": [17, 19, 35, 37], "moorman": [17, 19, 35, 37], "circulatori": [17, 19, 35, 37], "slope": [17, 20, 21, 22, 35, 36, 37, 38, 39, 40], "slop": [17, 35], "45": [17, 21, 35, 39], "lvl": [17, 35], "thresold": [17, 35], "monoton": [17, 35], "increas": [17, 35], "90": [17, 35], "cuesta": [17, 35], "frau": [17, 35], "both": [17, 35], "1167": [17, 35], "spec": [17, 35], "banden": [17, 19, 35, 37], "spectrum": [17, 19, 35, 37], "within": [17, 19, 35, 37], "band": [17, 19, 35, 37], "fft": [17, 19, 35, 37], "freq": [17, 19, 35, 37], "nyquist": [17, 19, 35, 37], "fs": [17, 19, 35, 37], "periodogram": [17, 19, 37], "powel": [17, 35], "perciv": [17, 35], "distinguish": [17, 35], "irregular": [17, 18, 19, 35, 36, 37], "motion": [17, 35], "hamiltonian": [17, 35], "gener": [17, 20, 23, 35, 36, 37, 38, 39, 41], "1979": [17, 35], "2053": [17, 35], "tsuyoshi": [17, 35], "inouy": [17, 35], "power": [17, 35], "electroencephalographi": [2, 17, 35], "neurophysiolog": [17, 35], "79": [17, 19, 35, 37], "204": [17, 35], "sydi": [17, 35], "zt": [17, 35], "mep": [17, 35], "uniform": [17, 23, 35, 41], "yongbo": [17, 35], "scheme": [17, 35], "planetari": [17, 35], "gearbox": [17, 35], "multi": [17, 35], "mrmr": [17, 35], "featur": [2, 17, 35], "mechan": [17, 20, 35, 38], "91": [17, 18, 35, 36], "312": [17, 35], "jian": [17, 35], "extract": [2, 17, 24, 35], "electr": [17, 35], "aviat": [17, 35], "electro": [17, 35], "actuat": [17, 35], "icspcc": [17, 35], "venkatesh": [17, 35], "rajagopalan": [17, 35], "asok": [17, 35], "rai": [17, 35], "via": [2, 17, 35], "86": [17, 35], "2006": [17, 20, 35, 38], "3309": [17, 35], "3320": [17, 35], "while": [18, 36], "primarili": [18, 36, 40], "appli": [2, 18, 20, 21, 36, 38, 39], "2d": [18, 36], "matric": [18, 23, 36, 41], "henc": [18, 36], "textur": [18, 36], "lock": [18, 23, 36, 41], "dispen2d": [18, 20, 21, 22, 23, 36, 38, 39, 40, 41], "keyword": [18, 23, 35, 36, 37, 38, 39, 41], "permit": [18, 23, 36, 41], "reason": [18, 36], "becaus": [18, 36], "hundr": [18, 36], "million": [18, 36], "pairwis": [18, 36], "error": [18, 36], "often": [18, 36], "occur": [18, 36], "store": [18, 20, 21, 36, 38, 39], "ram": [18, 36], "200": [18, 36], "753": [18, 36], "049": [18, 36], "836": [18, 36], "777": [18, 36], "448": [18, 36], "524": [18, 36], "pass": [18, 19, 20, 21, 23, 36, 37, 38, 39, 41], "greater": [18, 36], "unlock": [18, 36], "caus": [18, 36], "crash": [18, 36], "mat": [18, 36], "se2d": [18, 36], "matricess": [18, 36], "floor": [18, 36], "repres": [18, 36], "height": [18, 36], "row": [18, 19, 21, 23, 36, 37, 39, 41], "width": [18, 36], "column": [18, 19, 21, 23, 36, 37, 39, 41], "minimum": [18, 36], "submatrix": [18, 36], "By": [18, 36], "prevent": [18, 36], "overload": [18, 36], "753049836": [18, 36], "warn": [18, 34], "could": [18, 36], "luiz": [18, 36], "eduardo": [18, 36], "virgili": [18, 36], "silva": [18, 36], "045002": [18, 36], "fuzz2d": [18, 36], "fernando": [18, 20, 21, 36, 38, 39], "segato": [18, 36], "santo": [2, 18, 36], "multidimension": [18, 36], "sampenmf": [18, 36], "histolog": [18, 36], "colorect": [18, 36], "cancer": [18, 36], "103": [18, 36], "148": [18, 36], "160": [18, 36], "mirvana": [18, 36], "hilal": [18, 36], "heurtier": [2, 18, 20, 21, 36, 38, 39], "principl": [18, 36], "41st": [18, 21, 36, 39], "societi": [18, 36], "dist2d": [18, 36], "24": [18, 20, 21, 36, 38, 39], "9": [18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "1338": [18, 36], "1342": [18, 36], "disp2d": [18, 36], "75": [18, 36], "178": [18, 36], "187": [18, 36], "perm2d": [18, 36], "smax": [18, 36], "mx": [18, 36], "my": [18, 36], "lowest": [18, 36], "common": [18, 36], "rank": [18, 36], "instanc": [18, 36], "given": [18, 20, 21, 23, 36, 38, 39, 41], "ordin": [18, 36], "instead": [18, 36], "longer": [18, 36], "assum": [18, 36, 41], "motif": [18, 36], "haroldo": [18, 36], "ribeiro": [18, 36], "causal": [18, 36], "plane": [18, 36], "ONE": [18, 36], "e40689": [18, 36], "luciano": [18, 36], "zunino": [18, 36], "discrimin": [18, 36], "soliton": [18, 36], "679": [18, 36], "688": [18, 36], "esp2d": [18, 36], "toler": [18, 20, 36, 38], "ps": [18, 36], "ricardo": [18, 36], "espen": [18, 36], "approach": [2, 18, 19, 20, 36, 37, 38], "1261": [18, 36], "separ": [19, 21, 23, 37, 39, 41], "xap": [19, 37], "contain": [19, 21, 35, 37, 39], "direct": [19, 37], "thu": [19, 23, 24, 37, 41], "burton": [19, 37], "singer": [19, 37], "93": [19, 37], "1996": [19, 37], "2083": [19, 37], "2088": [19, 37], "serial": [19, 37], "implic": [19, 37], "health": [2, 19, 37], "annal": [19, 37], "york": [19, 37], "954": [19, 37], "2001": [19, 37], "245": [19, 37], "267": [19, 37], "xcond": [19, 37], "matter": [19, 37], "u": [2, 19, 37], "amount": [19, 37], "carri": [19, 37], "evalu": [19, 20, 37, 38], "coupl": [19, 37], "81": [19, 37], "1999": [19, 37], "119": [19, 37], "129": [19, 37], "pi": 19, "beween": 19, "yuanyuan": [19, 37], "pengjian": [19, 21, 37, 39], "shang": [19, 21, 37, 39], "financi": [19, 37], "stock": [19, 37], "market": [19, 37], "tsalli": [19, 37], "94": [19, 37], "1361": [19, 37], "1376": [19, 37], "xfuzz": [19, 37], "paramt": 19, "test": [19, 37], "synchroni": [19, 37], "180": [19, 37], "2010": [19, 37], "1715": [19, 37], "1724": [19, 37], "xk2": [19, 37], "project": [19, 21, 27, 37, 39], "xperm": [19, 37], "betweeen": [19, 37], "wenbin": [19, 37], "shi": [19, 37], "aij": [19, 37], "2439": [19, 37], "2447": [19, 37], "xsamp": [19, 37], "xspec": [19, 37], "origni": [20, 21], "propos": [20, 21, 38, 39], "costa": [20, 21, 38, 39], "particular": [20, 21, 38, 39], "msen2d": [20, 21], "cmsen": [20, 21, 22, 38, 39, 40], "rxmsen": [20, 21, 22, 38, 39, 40], "shown": [20, 21, 23, 38, 39, 40], "imf": [20, 21, 38, 39], "timeshift": [20, 21, 38, 39], "rescal": [20, 21, 38, 39], "xt": [20, 21, 38, 39], "coeffici": [20, 21, 38, 39], "otherwis": [20, 21, 38, 39, 40], "std": [20, 21, 38, 39], "var": [20, 21, 38, 39], "mad": [20, 21, 38, 39], "madalena": [20, 21, 38, 39], "ari": [20, 21, 38, 39], "goldberg": [20, 21, 38, 39], "89": [20, 21, 38, 39], "068102": [20, 21, 38, 39], "vadim": [2, 20, 21, 38, 39], "v": [20, 21, 38, 39], "nikulin": [20, 21, 38, 39], "tom": [20, 21, 38, 39], "brismar": [20, 21, 38, 39], "comment": [20, 21, 38, 39], "92": [20, 21, 38, 39], "2004": [20, 21, 38, 39], "089803": [20, 21, 38, 39], "repli": [20, 21, 38, 39], "089804": [20, 21, 38, 39], "2005": [20, 38], "ranjit": [20, 38], "thuraisingham": [20, 38], "gottwald": [20, 38], "On": [20, 38], "physica": [20, 35, 38], "366": [20, 38], "323": [20, 38], "332": [20, 38], "meng": [20, 38], "hu": [20, 38], "hualou": [20, 38], "liang": [20, 38], "intrins": [20, 38], "mode": [20, 38], "multivari": [2, 20, 38], "neurodynam": [20, 38], "2011": [20, 21, 38, 39], "277": [20, 38], "284": [20, 38], "3110": [20, 38], "3123": [20, 38], "jianbo": [20, 38], "bi": [20, 38], "paolo": [20, 38], "castiglioni": [20, 38], "cardiovascular": [20, 21, 38, 39], "doe": [20, 38], "choic": [2, 20, 38], "vari": [20, 38], "among": [20, 38], "influenc": [2, 20, 38], "interpret": [2, 20, 38], "590": [20, 38], "tuan": [2, 20, 38], "shift": [20, 38], "257": [20, 38], "138": [20, 38], "magdalena": 20, "volatil": [20, 38], "1197": [20, 38], "1203": [20, 38], "cmse": [20, 21, 38, 39], "rcmsen": [20, 38], "shuen": [20, 21, 38, 39], "wu": [2, 20, 21, 38, 39], "1069": [20, 21, 38, 39], "1084": [20, 21, 38, 39], "378": [20, 38], "2014": [20, 38], "1369": [20, 38], "1374": [20, 38], "lpf": [20, 21, 38, 39], "cutoff": [20, 21, 38, 39], "fc": [20, 21, 38, 39], "low": [20, 21, 38, 39], "valencia": [20, 21, 38, 39], "holter": [20, 21, 38, 39], "record": [20, 21, 38, 39], "healthi": [20, 21, 38, 39], "aortic": [20, 21, 38, 39], "stenosi": [20, 21, 38, 39], "subject": [20, 21, 38, 39], "56": [20, 21, 38, 39], "2202": [20, 21, 38, 39], "2213": [20, 21, 38, 39], "puneeta": [20, 21, 38, 39], "marwaha": [20, 21, 38, 39], "ramesh": [20, 21, 38, 39], "kumar": [2, 20, 21, 38, 39], "sunkaria": [20, 21, 38, 39], "technolog": [20, 21, 38, 39], "557": [20, 21, 38, 39], "576": [20, 21, 38, 39], "sum": [20, 21, 38, 39], "root": [20, 21, 38, 39], "s_00": [20, 21, 38, 39], "nth": [20, 21, 38, 39], "subnod": [20, 21, 38, 39], "s_tn": [20, 21, 38, 39], "s_10": [20, 21, 38, 39], "s_11": [20, 21, 38, 39], "s_20": [20, 21, 38, 39], "s_21": [20, 21, 38, 39], "s_22": [20, 21, 38, 39], "s_23": [20, 21, 38, 39], "s_30": [20, 21, 38, 39], "s_31": [20, 21, 38, 39], "s_32": [20, 21, 38, 39], "s_33": [20, 21, 38, 39], "s_34": [20, 21, 38, 39], "s_35": [20, 21, 38, 39], "s_36": [20, 21, 38, 39], "s_37": [20, 21, 38, 39], "s_40": [20, 21, 38, 39], "s0": [20, 21, 38, 39], "st": [20, 21, 38, 39], "entir": [20, 21, 38, 39], "graph": [20, 21, 38, 39], "show": [20, 21, 26, 38, 39], "ying": [20, 21, 38, 39], "yuesheng": [20, 21, 38, 39], "236": [20, 21, 38, 39], "728": [20, 21, 38, 39], "742": [20, 21, 38, 39], "just": [21, 39], "again": [21, 39], "nx2": [21, 39], "rui": [21, 39], "zhuo": [21, 39], "5th": [21, 39], "vol": [21, 39], "pp": [21, 39], "411": [21, 39], "413": [21, 39], "antoin": [21, 39], "jamin": [21, 39], "navig": [21, 24, 39], "acquir": [21, 39], "bike": [21, 39], "simul": [2, 21, 39], "rcxmsen": [21, 39], "yi": [21, 39], "yin": [21, 39], "guochen": [21, 39], "98": [21, 39], "110": [21, 39], "effort": [22, 40], "made": [22, 40], "them": [22, 40], "bidimensioanl": [22, 40], "ex": [23, 41], "multiscla": [23, 41], "These": [23, 35, 36, 37, 41], "mere": [23, 41], "snippet": [23, 41], "connect": [2, 23, 41], "everi": 23, "consult": 23, "depth": 23, "accept": [23, 41], "chirp": [23, 41], "f0": [23, 41], "01": [23, 41], "t1": [23, 41], "4000": [23, 41], "f1": [23, 41], "025": [23, 41], "beta": [23, 41], "xo": [23, 41], "yo": [23, 41], "zo": [23, 41], "attractor": [23, 41], "uniform2": [23, 41], "gaussian2": [23, 41], "uniform_mat": [23, 41], "gaussian_mat": [23, 41], "randintegers_mat": [23, 41], "entropyhub_mat": [23, 41], "declar": [23, 41], "halv": [23, 41], "1500": [23, 41], "1024": [23, 41], "numpi": [24, 35, 36, 37, 40], "scipi": 24, "matplotlib": [24, 26, 27, 28, 34], "pyemd": 24, "request": 24, "python3": 24, "python2": 24, "strongli": 24, "pip": 24, "id": [24, 36], "tar": 24, "gz": 24, "repo": 24, "unzip": 24, "termin": 24, "cmd": 24, "mac": 24, "anaconda": 24, "prompt": 24, "setup": 24, "py": 24, "ensur": 24, "up": 24, "setuptool": 24, "upgrad": 24, "abbrevi": 24, "eh": [24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 41], "print": 24, "arrai": [25, 27, 29, 31, 32, 33, 34], "pyplot": [26, 27, 28, 34], "cmap": 26, "00159093": 26, "fig": [27, 28, 34], "scatter": 27, "facecolor": [27, 28, 34], "ax": 27, "add_subplot": 27, "111": 27, "3d": 27, "set_facecolor": 27, "off": [27, 28, 34], "0192821496913216": 28, "_fuzzen": 30, "71828": [30, 32, 33, 34], "kwarg": [30, 31, 32, 33, 34, 38, 39], "_xconden": [30, 34], "_incren": 31, "_sampen": 32, "none": [32, 33, 35, 36, 37], "5564": 32, "842518179468045": 32, "_xapen": 33, "089": 33, "directli": [35, 36, 37], "dir": [35, 36, 37], "four": 35, "tupl": [35, 36, 37], "r\u00e9nyi": 35, "poicar\u00e9": 35, "len": 35, "fftpack": 35, "funtion": [], "mbjx": [38, 39], "ykj": [38, 39], "keywrod": 39, "concis": [40, 41], "exclud": 40, "prefix": 40, "np": 40, "48550": [], "00627": [], "stress": 2, "automat": 2, "respiratori": 2, "talha": 2, "iqbal": 2, "adnan": 2, "elahi": 2, "william": 2, "wijn": 2, "amin": 2, "atif": 2, "shahzad": 2, "privaci": 2, "preserv": 2, "mobil": 2, "activ": 2, "yute": 2, "zhan": 2, "imperi": 2, "colleg": 2, "london": 2, "fast": 2, "prolong": 2, "food": 2, "restrict": 2, "differenti": 2, "gh": 2, "secret": 2, "independ": 2, "receptor": 2, "agrp": 2, "maria": 2, "sousa": 2, "daniela": 2, "gusmao": 2, "willian": 2, "henriqu": 2, "moriya": 2, "felip": 2, "lima": 2, "edward": 2, "john": 2, "kopchick": 2, "jose": 2, "donato": 2, "jr": 2, "neuroendocrinolog": 2, "invas": 2, "waveform": 2, "emerg": 2, "triag": 2, "hemorrhag": 2, "lower": [2, 35, 36, 37], "bodi": 2, "neg": 2, "naimahm": 2, "nesaragi": 2, "lar": 2, "\u00f8ivind": 2, "h\u00f8iseth": 2, "hemin": 2, "ali": 2, "qadir": 2, "leiv": 2, "arn": 2, "rosseland": 2, "per": 2, "steinar": 2, "halvorsen": 2, "ilangko": 2, "balasingham": 2, "earli": 2, "reinforc": 2, "vibrat": 2, "monitor": 2, "wenqin": 2, "zhao": 2, "yaqiong": 2, "lv": 2, "jialun": 2, "carman": 2, "lee": 2, "lei": 2, "tu": 2, "qualiti": 2, "fair": 2, "haddadi": 2, "afra": 2, "mashhadi": 2, "maksim": 2, "belyaev": 2, "yurii": 2, "izotov": 2, "murugappan": 2, "electromyographi": 2, "characterist": 2, "foot": 2, "tap": 2, "forc": 2, "spastic": 2, "sclerosi": 2, "brian": 2, "pribbl": 2, "univers": 2, "oklahoma": 2, "nois": 2, "music": 2, "stimul": 2, "nervou": 2, "mariana": 2, "jacob": 2, "rodrigu": 2, "octavian": 2, "postolach": 2, "francisco": 2, "cerca": 2, "instrument": 2, "brain": 2, "interact": 2, "movement": 2, "challeng": 2, "derek": 2, "monro": 2, "nathaniel": 2, "berri": 2, "fino": 2, "rhea": 2, "impact": 2, "hardwar": 2, "mous": 2, "rest": 2, "magnet": 2, "fmri": 2, "mila": 2, "urosev": 2, "mcgill": 2, "escholarship": 2, "beam": 2, "yongjun": 2, "topolog": 2, "bound": 2, "c\u00e1nova": 2, "adazd": 2, "net": 2, "autom": 2, "adapt": 2, "alzheim": 2, "diseas": 2, "smith": 2, "khare": 2, "rajendra": 2, "acharya": 2, "knowledg": 2, "raw": [], "html": [], "blob": [], "7ca475740f6578bec6db122512051b47e24c7dd4": [], "svg": [], "plumx": [], "plum": [], "visual": [], "research": [], "metricscitationscit": [], "23polici": [], "citat": [], "5usageclick": [], "8abstract": [], "46054download": [], "18412capturesread": [], "237export": [], "4mentionsnew": [], "mention": [], "2refer": [], "1social": [], "mediashar": [], "amp": [], "38tweet": [], "2see": [], "page": [], "super": [], "block": [], "extrahead": [], "script": [], "href": [], "plu": [], "2fjournal": [], "0286707": [], "popup": [], "larg": [], "class": [], "site": [], "hide": [], "waist": [], "gait": 2, "speed": [], "reflect": [], "adult": [], "endblock": [], "bio": 2, "inspir": 2, "perceptron": 2, "neuro": 2, "petr": 2, "boriskov": 2, "putrolaynen": 2, "ensembl": 2, "mental": 2, "varun": 2, "bajaj": 2, "gaikwad": 2, "sinha": 2, "parkinson": 2, "smart": [], "iot": [], "environ": [], "dmitri": 2, "korzun": 2, "bell": [35, 36, 37], "triangular": [35, 36, 37], "trapezoidal1": [35, 36, 37], "trapezoidal2": [35, 36, 37], "z_shape": [35, 36, 37], "constgaussian": [35, 36, 37], "depric": [35, 36, 37], "104833": [35, 36, 37], "104847": [35, 36, 37], "upper": [35, 36, 37], "2r": [35, 36, 37], "trapezoid": [35, 36, 37], "shape": [35, 36, 37], "threshod": [35, 36, 37], "vcp": [35, 37], "ka": [35, 37], "kb": [35, 37], "lake": [35, 37], "p": [35, 37], "griffin": [35, 37], "neonat": [35, 37], "283": [35, 37], "r789": [35, 37], "r797": [35, 37], "overlap": [35, 37], "respecitv": [], "_overlapping_": [], "cp": [35, 37], "underfin": [], "zeroth": [35, 37], "due": [35, 37], "demand": [35, 37], "option": 35, "substanti": [35, 37], "appendix": [35, 37], "region": 2, "schizophrenia": 2, "shunliang": 2, "haifeng": 2, "8th": 2, "icsip": 2, "diven": [38, 39], "divers": [38, 39], "fetal": 2, "matern": 2, "simultan": 2, "ana": 2, "filipa": 2, "soeiro": 2, "gome": 2, "faculdad": 2, "engenharia": 2, "da": 2, "universidad": 2, "porto": 2, "kang": 35, "huan": 35, "guangbin": 35, "568": 35, "125686": 35, "radiolog": 2, "nuclear": 2, "facil": 2, "workplac": 2, "abinash": 2, "chakraborti": 2, "neeraj": 2, "parashar": 2, "dk": 2, "pandei": 2, "pankaj": 2, "uv": 2, "deokar": 2, "jpn": 2, "ssrn": 2, "social": 2, "shervin": 2, "skaria": 2, "sreelatha": 2, "ks": 2, "korean": 2, "pyschiatr": 2, "nurs": 2, "nldyn": 2, "sadegh": 2, "tarek": 2, "rajji": 2, "spectroscopi": 2, "group": 2, "martti": 2, "ilvesm\u00e4ki": 2, "hani": 2, "ferdinando": 2, "noponen": 2, "tapio": 2, "sepp\u00e4nen": 2, "vesa": 2, "korhonen": 2, "kiviniemi": 2, "teemu": 2, "myllyl\u00e4": 2, "authorea": 2, "acceler": 2, "profil": 2, "adolesc": 2, "soccer": 2, "player": 2, "season": 2, "jake": 2, "melaro": 2, "tennesse": 2, "knoxvil": 2, "classifi": 2, "wael": 2, "suliman": 2, "vinayakumar": 2, "ravi": 2, "tencon": 2, "trunk": 2, "swai": 2, "offic": 2, "worker": 2, "With": 2, "chronic": 2, "spinal": 2, "pain": 2, "afonso": 2, "manuel": 2, "caetano": 2, "julio": 2, "repositorio": 2, "nova": 2, "lisboa": 2}, "objects": {"": [[21, 0, 1, "", "EntropyHub"], [21, 0, 0, "-", "EntropyHub"], [39, 2, 0, "module-0", "EntropyHub"]], "EntropyHub": [[17, 1, 1, "", "ApEn"], [17, 1, 1, "", "AttnEn"], [17, 1, 1, "", "BubbEn"], [17, 1, 1, "", "CoSiEn"], [17, 1, 1, "", "CondEn"], [17, 1, 1, "", "DispEn"], [18, 1, 1, "", "DispEn2D"], [17, 1, 1, "", "DistEn"], [18, 1, 1, "", "DistEn2D"], [17, 1, 1, "", "EnofEn"], [18, 1, 1, "", "EspEn2D"], [17, 1, 1, "", "FuzzEn"], [18, 1, 1, "", "FuzzEn2D"], [17, 1, 1, "", "GridEn"], [17, 1, 1, "", "IncrEn"], [17, 1, 1, "", "K2En"], [20, 1, 1, "", "MSEn"], [21, 1, 1, "", "MSobject"], [17, 1, 1, "", "PermEn"], [18, 1, 1, "", "PermEn2D"], [17, 1, 1, "", "PhasEn"], [17, 1, 1, "", "SampEn"], [18, 1, 1, "", "SampEn2D"], [17, 1, 1, "", "SlopEn"], [17, 1, 1, "", "SpecEn"], [17, 1, 1, "", "SyDyEn"], [19, 1, 1, "", "XApEn"], [19, 1, 1, "", "XCondEn"], [19, 1, 1, "", "XDistEn"], [19, 1, 1, "", "XFuzzEn"], [19, 1, 1, "", "XK2En"], [21, 1, 1, "", "XMSEn"], [19, 1, 1, "", "XPermEn"], [19, 1, 1, "", "XSampEn"], [19, 1, 1, "", "XSpecEn"], [20, 1, 1, "", "cMSEn"], [21, 1, 1, "", "cXMSEn"], [20, 1, 1, "", "hMSEn"], [21, 1, 1, "", "hXMSEn"], [20, 1, 1, "", "rMSEn"], [21, 1, 1, "", "rXMSEn"], [35, 3, 1, "", "ApEn"], [35, 3, 1, "", "AttnEn"], [35, 3, 1, "", "BubbEn"], [35, 3, 1, "", "CoSiEn"], [35, 3, 1, "", "CondEn"], [35, 3, 1, "", "DispEn"], [36, 3, 1, "", "DispEn2D"], [35, 3, 1, "", "DistEn"], [36, 3, 1, "", "DistEn2D"], [35, 3, 1, "", "EnofEn"], [36, 3, 1, "", "EspEn2D"], [35, 3, 1, "", "FuzzEn"], [36, 3, 1, "", "FuzzEn2D"], [35, 3, 1, "", "GridEn"], [35, 3, 1, "", "IncrEn"], [35, 3, 1, "", "K2En"], [38, 3, 1, "", "MSEn"], [39, 3, 1, "", "MSobject"], [35, 3, 1, "", "PermEn"], [36, 3, 1, "", "PermEn2D"], [35, 3, 1, "", "PhasEn"], [35, 3, 1, "", "SampEn"], [36, 3, 1, "", "SampEn2D"], [35, 3, 1, "", "SlopEn"], [35, 3, 1, "", "SpecEn"], [35, 3, 1, "", "SyDyEn"], [37, 3, 1, "", "XApEn"], [37, 3, 1, "", "XCondEn"], [37, 3, 1, "", "XDistEn"], [37, 3, 1, "", "XFuzzEn"], [37, 3, 1, "", "XK2En"], [39, 3, 1, "", "XMSEn"], [37, 3, 1, "", "XPermEn"], [37, 3, 1, "", "XSampEn"], [37, 3, 1, "", "XSpecEn"], [38, 3, 1, "", "cMSEn"], [39, 3, 1, "", "cXMSEn"], [38, 3, 1, "", "hMSEn"], [39, 3, 1, "", "hXMSEn"], [38, 3, 1, "", "rMSEn"], [39, 3, 1, "", "rXMSEn"]]}, "objtypes": {"0": "mat:module", "1": "mat:function", "2": "py:module", "3": "py:function"}, "objnames": {"0": ["mat", "module", "MATLAB module"], "1": ["mat", "function", "MATLAB function"], "2": ["py", "module", "Python module"], "3": ["py", "function", "Python function"]}, "titleterms": {"latest": 0, "updat": 0, "januari": 0, "2023": [0, 2], "novemb": 0, "2022": [0, 2], "juli": 0, "februari": 0, "decemb": 0, "2021": 0, "june": 0, "entropyhub": [1, 2, 3, 4, 5, 6, 22, 24, 40], "an": [1, 3], "open": [1, 3], "sourc": [1, 3], "toolkit": [1, 3], "entrop": [1, 3], "time": [1, 3, 17, 19, 20, 21, 35, 37, 38, 39], "seri": [1, 3, 17, 19, 20, 21, 35, 37, 38, 39], "analysi": [1, 3], "welcom": [1, 3], "about": [1, 3], "document": [1, 3, 4, 6, 23, 24], "help": [1, 3, 4, 6, 24], "citat": [1, 3], "licens": [1, 3], "contact": [1, 3], "public": 2, "list": 2, "research": 2, "articl": 2, "cite": 2, "julia": [4, 5], "requir": [4, 6, 24], "instal": [4, 6, 24], "method": [4, 6, 11, 24, 29], "1": [4, 6, 7, 24, 25], "2": [4, 6, 9, 24, 27], "matlab": [6, 22, 23], "exampl": [7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41], "sampl": [7, 14, 25, 32], "entropi": [7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40], "10": [8, 26], "bidimension": [8, 18, 22, 26, 36, 40], "fuzzi": [8, 26], "fine": [9, 27], "grain": [9, 27], "permut": [9, 27], "3": [10, 28], "phase": [10, 28], "w": [10, 11, 28, 29], "pioncar": [10, 28], "plot": [10, 28], "4": [11, 29], "cross": [11, 15, 16, 19, 21, 22, 29, 33, 34, 37, 39, 40], "distribut": [11, 29], "differ": [11, 29], "bin": [11, 29], "5": [12, 22, 30, 40], "multiscal": [12, 13, 14, 15, 16, 20, 21, 22, 30, 31, 32, 33, 34, 38, 39, 40], "object": [12, 30], "msobject": [12, 30], "6": [13, 31], "increment": [13, 31], "7": [14, 32], "refin": [14, 32], "8": [15, 33], "composit": [15, 33], "approxim": [15, 33], "9": [16, 34], "hierarch": [16, 34], "correct": [16, 34], "condit": [16, 34], "base": [17, 22, 35, 40], "function": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "estim": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "singl": [17, 35], "univari": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "two": [18, 19, 21, 36, 37, 39], "dimension": [18, 36], "matrix": [18, 36], "between": [19, 21, 37, 39], "fall": [22, 40], "categori": [22, 40], "exampledata": [23, 41], "browser": 23, "thing": [23, 41], "TO": [23, 41], "rememb": [23, 41], "python": [24, 40, 41]}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 56}}) \ No newline at end of file +Search.setIndex({"docnames": ["EHupdates", "Home", "Publications", "index", "julia/EHjulia", "julia/jlexamples", "matlab/EHmatlab", "matlab/Examples/Ex1", "matlab/Examples/Ex10", "matlab/Examples/Ex2", "matlab/Examples/Ex3", "matlab/Examples/Ex4", "matlab/Examples/Ex5", "matlab/Examples/Ex6", "matlab/Examples/Ex7", "matlab/Examples/Ex8", "matlab/Examples/Ex9", "matlab/Functions/matBase", "matlab/Functions/matBidimensional", "matlab/Functions/matCross", "matlab/Functions/matMultiscale", "matlab/Functions/matMultiscaleCross", "matlab/matAPI", "matlab/matexamples", "python/EHpython", "python/Examples/Ex1", "python/Examples/Ex10", "python/Examples/Ex2", "python/Examples/Ex3", "python/Examples/Ex4", "python/Examples/Ex5", "python/Examples/Ex6", "python/Examples/Ex7", "python/Examples/Ex8", "python/Examples/Ex9", "python/Functions/Base", "python/Functions/Bidimensional", "python/Functions/Cross", "python/Functions/Multiscale", "python/Functions/MultiscaleCross", "python/pyAPI", "python/pyexamples"], "filenames": ["EHupdates.rst", "Home.rst", "Publications.rst", "index.rst", "julia\\EHjulia.rst", "julia\\jlexamples.rst", "matlab\\EHmatlab.rst", "matlab\\Examples\\Ex1.rst", "matlab\\Examples\\Ex10.rst", "matlab\\Examples\\Ex2.rst", "matlab\\Examples\\Ex3.rst", "matlab\\Examples\\Ex4.rst", "matlab\\Examples\\Ex5.rst", "matlab\\Examples\\Ex6.rst", "matlab\\Examples\\Ex7.rst", "matlab\\Examples\\Ex8.rst", "matlab\\Examples\\Ex9.rst", "matlab\\Functions\\matBase.rst", "matlab\\Functions\\matBidimensional.rst", "matlab\\Functions\\matCross.rst", "matlab\\Functions\\matMultiscale.rst", "matlab\\Functions\\matMultiscaleCross.rst", "matlab\\matAPI.rst", "matlab\\matexamples.rst", "python\\EHpython.rst", "python\\Examples\\Ex1.rst", "python\\Examples\\Ex10.rst", "python\\Examples\\Ex2.rst", "python\\Examples\\Ex3.rst", "python\\Examples\\Ex4.rst", "python\\Examples\\Ex5.rst", "python\\Examples\\Ex6.rst", "python\\Examples\\Ex7.rst", "python\\Examples\\Ex8.rst", "python\\Examples\\Ex9.rst", "python\\Functions\\Base.rst", "python\\Functions\\Bidimensional.rst", "python\\Functions\\Cross.rst", "python\\Functions\\Multiscale.rst", "python\\Functions\\MultiscaleCross.rst", "python\\pyAPI.rst", "python\\pyexamples.rst"], "titles": ["Latest Updates", "EntropyHub", "Publications", "EntropyHub", "EntropyHub: Julia", "EntropyHub: Julia", "EntropyHub: MatLab", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "MatLab Functions:", "MatLab Examples:", "EntropyHub: Python", "Example 1: Sample Entropy", "Example 10: Bidimensional Fuzzy Entropy", "Example 2: (Fine-Grained) Permutation Entropy", "Example 3: Phase Entropy w/ Pioncare Plot", "Example 4: Cross-Distribution Entropy w/ Different Binning Methods", "Example 5: Multiscale Entropy Object [MSobject()]", "Example 6: Multiscale [Increment] Entropy", "Example 7: Refined Multiscale [Sample] Entropy", "Example 8: Composite Multiscale Cross-[Approximate] Entropy", "Example 9: Hierarchical Multiscale corrected Cross-[Conditional] Entropy", "Base Entropies", "Bidimensional Entropies", "Cross Entropies", "Multiscale Entropies", "Multiscale Cross-Entropies", "Python Functions:", "Python Examples:"], "terms": {"new": [0, 17, 18, 19, 22, 35, 36, 37, 40], "announc": 0, "come": 0, "soon": 0, "entropyhub": [0, 17, 18, 19, 20, 21, 23, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "1": [0, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "year": 0, "old": 0, "There": [0, 1, 3, 4, 6, 23, 24], "ha": [0, 1, 3, 4, 6, 18, 23, 24, 36, 41], "been": [0, 1, 3, 4, 6, 41], "great": 0, "interest": 0, "first": [0, 16, 19, 20, 21, 23, 34, 37, 38, 39, 41], "sinc": 0, "its": [0, 1, 2, 3, 19, 20, 35, 37, 38], "origin": [0, 1, 3, 18, 23, 36, 38, 39, 41], "public": 0, "plo": [0, 1, 2, 3, 18, 36], "One": [0, 1, 2, 3, 24], "To": [0, 1, 3, 4, 6, 18, 20, 21, 23, 24, 36, 38, 39, 41], "date": [0, 24], "ar": [0, 4, 6, 17, 18, 19, 20, 21, 22, 23, 24, 35, 36, 37, 38, 39, 40, 41], "about": [0, 2, 4, 6], "11": [0, 1, 3, 10, 12, 17, 18, 20, 28, 30, 35, 36, 38], "cite": 0, "cover": 0, "broad": 0, "rang": [0, 1, 3, 8, 11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 26, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "scientif": [0, 1, 3, 6, 22, 40], "disciplin": 0, "includ": [0, 1, 3], "neurosci": [0, 20, 38], "meteorolog": 0, "mathemat": [0, 2, 17, 20, 21, 35, 38, 39], "jl": [0, 4, 5], "github": [0, 1, 3, 4, 6, 19, 21, 24, 37, 39], "repositori": [0, 2, 6], "have": [0, 1, 3, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "over": [0, 13, 14, 15, 16, 20, 21, 31, 32, 33, 34, 38, 39], "50": 0, "star": [0, 1, 3], "42": 0, "respect": [0, 18, 35, 36, 37], "matlab": [0, 1, 2, 3, 18], "toolkit": [0, 4, 6, 18, 23, 24, 36], "download": [0, 1, 3, 4, 6, 24], "600": 0, "time": [0, 2, 4, 6, 7, 8, 9, 10, 11, 12, 15, 16, 18, 22, 23, 24, 25, 26, 27, 28, 29, 30, 33, 34, 36, 40, 41], "from": [0, 1, 2, 3, 4, 6, 7, 17, 18, 19, 20, 21, 23, 24, 25, 26, 27, 28, 34, 35, 36, 37, 38, 39, 41], "file": [0, 1, 3, 4, 6, 24], "exchang": [0, 1, 3, 6], "we": [0, 1, 3, 19, 21, 23, 37, 39], "would": [0, 18, 36, 40], "like": [0, 6, 18, 24, 36], "extend": 0, "our": [0, 1, 3], "gratitud": 0, "all": [0, 1, 3, 4, 6, 9, 17, 20, 21, 24, 27, 35, 38, 39], "those": 0, "who": 0, "us": [0, 1, 2, 3, 4, 6, 8, 10, 11, 12, 13, 14, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 28, 29, 30, 31, 32, 34, 35, 36, 37, 38, 39, 40, 41], "work": [0, 6, 19, 37], "provid": [0, 1, 3, 20, 21, 23, 38, 39, 41], "help": [0, 20, 21, 38, 39], "feedback": 0, "plan": 0, "expand": 0, "hope": 0, "you": [0, 1, 3, 6, 23, 24], "continu": [0, 2], "support": 0, "thi": [0, 1, 3, 4, 17, 18, 20, 21, 23, 35, 36, 38, 39, 41], "endeavour": 0, "spread": 0, "word": 0, "ieee": [0, 2, 17, 18, 20, 21, 35, 36, 37, 38, 39], "embc": [0, 18, 21, 36, 39], "symposium": 0, "entropi": [0, 1, 2, 3, 4, 6, 23, 24, 41], "algorithm": [0, 2, 18, 20, 21, 36, 38, 39], "At": [0, 19, 20, 21, 23, 37, 38, 39, 41], "confer": [0, 2, 17, 18, 21, 35, 36, 39], "glasgow": 0, "entitl": 0, "recent": 0, "advanc": [0, 1, 3], "biomed": [0, 17, 18, 20, 21, 35, 36, 37, 38, 39], "signal": [0, 2, 6, 7, 11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 25, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "beyond": 0, "univari": [0, 2, 22, 40], "seri": [0, 2, 4, 6, 18, 22, 23, 24, 36, 40, 41], "wa": [0, 4, 24], "organis": 0, "prof": 0, "javier": [0, 2, 17, 18, 20, 35, 36, 38], "escudero": [0, 17, 18, 20, 35, 36, 38], "ann": [0, 2, 18, 20, 21, 36, 38, 39], "humeau": [0, 2, 18, 20, 21, 36, 38, 39], "huertier": 0, "introduc": 0, "method": [0, 1, 2, 3, 17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "analysi": [0, 2, 4, 6, 17, 18, 19, 20, 21, 24, 35, 36, 37, 38, 39], "engin": [0, 2, 17, 18, 20, 21, 35, 36, 38, 39], "commun": [0, 17, 18, 35, 36], "As": [0, 1, 3, 17, 35], "part": [0, 1, 3], "dr": 0, "matt": [0, 1, 3], "flood": [0, 1, 3, 18, 19, 21, 36, 37, 39], "present": [0, 1, 3, 18, 19, 21, 23, 36, 37, 39, 41], "audienc": 0, "advantag": [0, 4, 6, 24], "benefit": 0, "offer": 0, "The": [0, 1, 2, 3, 4, 6, 16, 17, 18, 19, 20, 21, 23, 24, 34, 35, 36, 37, 38, 39, 41], "medicin": [0, 17, 18, 35, 36], "biologi": [0, 17, 18, 35, 36], "take": [0, 1, 3, 35, 37], "place": 0, "15": [0, 16, 17, 20, 21, 35, 38, 39], "titl": 0, "quantif": [0, 17, 35], "where": [0, 4, 6, 13, 14, 15, 17, 18, 19, 23, 24, 31, 32, 33, 35, 36, 37, 41], "novel": [0, 2, 17, 21, 35, 39], "appic": 0, "biomedicin": [0, 2, 17, 35], "discuss": 0, "founder": 0, "lead": [0, 18, 36], "develop": [0, 1, 2, 3], "give": 0, "demonstr": 0, "function": [0, 1, 2, 3, 4, 6, 8, 12, 23, 24, 26, 30, 31, 32, 33, 34, 41], "reveal": 0, "futur": [0, 22, 40], "releas": [0, 22, 40], "read": 0, "more": [0, 1, 3, 4, 6, 17, 18, 23, 35, 36, 37], "programm": 0, "here": [0, 1, 3, 4, 5, 6, 18, 23, 24, 36], "meet": 0, "version": [0, 1, 3, 4, 6, 24], "v0": 0, "2": [0, 1, 3, 7, 8, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 23, 25, 26, 28, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "two": [0, 1, 2, 3, 4, 6, 15, 17, 20, 22, 23, 33, 35, 38, 40, 41], "bidimension": [0, 6, 20, 21, 23, 24, 38, 39, 41], "permut": [0, 2, 17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "permen2d": [0, 18, 20, 21, 22, 36, 38, 39, 40], "espinosa": [0, 18, 20, 21, 22, 36, 38, 39, 40], "espen2d": [0, 18, 20, 21, 22, 36, 38, 39, 40], "paper": 0, "bring": 0, "attent": [0, 17, 20, 21, 22, 35, 38, 39, 40], "wider": 0, "happi": 0, "describ": [0, 1, 3], "publish": [0, 22, 40], "user": [0, 1, 3, 4, 6, 24], "requir": [0, 1, 3, 23, 40, 41], "thei": 0, "matthew": [0, 1, 3, 18, 19, 21, 36, 37, 39], "w": [0, 1, 3, 9, 17, 18, 19, 21, 27, 35, 36, 37, 39], "bernd": [0, 1, 3, 17, 18, 35, 36], "grimm": [0, 1, 3, 18, 36], "an": [0, 2, 4, 6, 7, 8, 9, 11, 12, 17, 18, 19, 20, 21, 23, 24, 26, 27, 29, 30, 35, 36, 37, 38, 39, 41], "open": [0, 2, 4, 6, 18, 24, 36], "sourc": [0, 2, 4, 6, 18, 24, 36], "entrop": [0, 4, 6, 18, 24, 36], "16": [0, 1, 3, 17, 18, 35, 36], "e0259448": [0, 1, 3, 18, 36], "doi": [0, 1, 3], "10": [0, 1, 3, 9, 17, 18, 20, 23, 27, 35, 36, 38, 41], "1371": [0, 1, 3], "journal": [0, 1, 2, 3, 17, 19, 20, 21, 35, 37, 38, 39], "pone": [0, 1, 3], "0259448": [0, 1, 3], "correct": [0, 12, 17, 19, 23, 30, 35, 37, 38, 39, 41], "enofen": [0, 17, 20, 21, 22, 35, 38, 39, 40], "follow": [0, 1, 3, 6, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41], "can": [0, 1, 2, 3, 4, 5, 6, 18, 20, 21, 24, 36, 38, 39], "specifi": [0, 14, 15, 17, 18, 19, 20, 21, 32, 33, 35, 36, 37, 38, 39], "amplitud": [0, 17, 35], "xmin": [0, 17, 35], "xmax": [0, 17, 35], "which": [0, 1, 3, 4, 6, 23, 24, 40], "number": [0, 1, 3, 7, 9, 11, 16, 17, 18, 19, 20, 21, 23, 25, 27, 29, 34, 35, 36, 37, 38, 39, 41], "slice": [0, 17, 35], "s1": [0, 20, 21, 38, 39], "partit": [0, 10, 17, 28, 35], "see": [0, 1, 3, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "literatur": [0, 1, 3, 22, 40], "info": [0, 1, 3, 17, 18, 35, 36, 37, 38], "initi": 0, "platform": 0, "pypi": [0, 1, 3, 24], "julia": [0, 1, 3], "packag": [0, 1, 2, 3, 4, 5, 6, 24, 40], "mai": [0, 1, 3, 6, 18, 36], "some": [0, 6, 23, 41], "bug": [0, 1, 3], "typo": 0, "s": [0, 2, 11, 17, 19, 23, 29, 35, 37, 41], "other": [0, 1, 3, 17, 35], "small": [0, 18, 36], "issu": 0, "iron": 0, "out": 0, "avail": [1, 3, 4, 6, 24, 35, 36, 37], "python": [1, 2, 3, 23, 36], "latest": [1, 3], "updat": [1, 3, 20, 21, 38, 39], "survei": [1, 3], "wide": [1, 3], "calcul": [1, 2, 3, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 38, 39], "differ": [1, 3, 10, 19, 21, 23, 28, 35, 37, 39, 41], "statist": [1, 3, 4, 6, 20, 35, 38], "ever": [1, 3], "grow": [1, 3], "inform": [1, 2, 3, 4, 6, 17, 18, 19, 20, 24, 35, 36, 37], "theoret": [1, 3, 18, 36], "dynam": [1, 2, 3, 17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "system": [1, 2, 3, 4, 9, 10, 16, 17, 23, 27, 28, 34, 35, 41], "measur": [1, 2, 3, 17, 18, 35, 36], "although": [1, 3], "mani": [1, 3, 17, 35], "estim": [1, 3, 9, 22, 27, 40], "found": [1, 3, 4, 5, 17, 18, 19, 35, 36, 37], "variou": [1, 3], "corner": [1, 3, 6, 14, 32, 35, 36, 37], "internet": [1, 3, 23, 41], "current": [1, 3, 6, 19, 37], "perform": [1, 3, 4, 18, 36], "extens": [1, 3], "consist": [1, 3], "syntax": [1, 3, 6, 24, 40], "goal": [1, 3], "integr": [1, 2, 3, 17, 19, 35, 37], "establish": [1, 3], "one": [1, 3, 4, 6, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "uncertainti": [1, 3], "regard": [1, 3], "side": [1, 3], "same": [1, 3, 4, 18, 20, 21, 36, 38, 39], "coin": [1, 3], "gain": [1, 3], "remov": [1, 3, 17, 35], "In": [1, 3, 4, 6, 17, 23, 24, 41], "context": [1, 3], "probabl": [1, 3, 11, 17, 19, 29, 35, 37], "theori": [1, 2, 3], "quantifi": [1, 3, 13, 17, 18, 20, 31, 35, 36, 38], "concept": [1, 2, 3], "classic": [1, 3], "physic": [1, 2, 3, 17, 18, 20, 21, 35, 36, 38, 39], "under": [1, 3, 6, 17, 35], "second": [1, 3, 10, 19, 28, 35, 37], "law": [1, 3, 20, 38], "thermodynam": [1, 3], "consid": [1, 3], "underpin": [1, 3], "fundament": [1, 3, 20, 38], "understand": [1, 3], "nonlinear": [1, 2, 3, 17, 19, 35, 37], "central": [1, 3], "degre": [1, 3, 17, 19, 35, 37], "therefor": [1, 3, 18, 19, 36, 37], "explain": [1, 2, 3], "complex": [1, 2, 3, 14, 16, 17, 18, 20, 21, 32, 34, 35, 36, 38, 39], "behaviour": [1, 3], "real": [1, 3], "world": [1, 3], "attempt": [1, 3], "analys": [1, 2, 3], "analog": [1, 3], "around": [1, 3], "discret": [1, 3], "step": [1, 3], "do": [1, 2, 3, 4, 6, 18, 21, 36, 39], "so": [1, 3, 4, 6, 18, 21, 36, 39], "compromis": [1, 3], "abil": [1, 3], "accur": [1, 3], "deriv": [1, 3], "each": [1, 3, 6, 7, 11, 14, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 29, 32, 33, 34, 35, 36, 37, 38, 39, 41], "seek": [1, 3], "best": [1, 3], "captur": [1, 3], "examin": [1, 3], "result": [1, 3, 6], "approxim": [1, 2, 3, 17, 19, 20, 21, 22, 23, 35, 37, 38, 39, 40, 41], "sampl": [1, 2, 3, 4, 6, 16, 17, 18, 19, 20, 21, 22, 23, 34, 35, 36, 37, 38, 39, 40, 41], "multiscal": [1, 2, 3, 4, 6, 17, 18, 19, 23, 24, 35, 36, 37, 41], "refin": [1, 3, 20, 21, 22, 23, 38, 39, 40, 41], "composit": [1, 3, 20, 21, 22, 23, 38, 39, 40, 41], "cross": [1, 2, 3, 4, 6, 12, 20, 23, 24, 30, 38, 41], "statisitc": [1, 3], "becom": [1, 3, 14, 15, 20, 21, 32, 33, 38, 39], "difficult": [1, 3], "identifi": [1, 3], "contrast": [1, 3], "compar": [1, 3, 17, 35, 37], "overcom": [1, 3, 18, 36], "design": [1, 2, 3, 4, 24], "comprehens": [1, 3, 4, 6, 24], "set": [1, 3, 9, 10, 16, 17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "simpl": [1, 3], "allow": [1, 3], "augment": [1, 3], "paramet": [1, 3, 9, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 23, 27, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "command": [1, 3, 4, 6, 24, 40, 41], "line": [1, 3, 4, 6, 17, 24], "enabl": [1, 3, 18, 19, 36, 37], "basic": [1, 3, 23, 41], "implement": [1, 3], "eas": [1, 3], "It": [1, 3, 17, 35], "import": [1, 3, 7, 8, 9, 10, 11, 13, 14, 15, 16, 18, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 41], "clarifi": [1, 3], "herein": [1, 3], "guid": [1, 3, 4, 6, 17, 18, 19, 20, 24, 35, 36, 37, 38], "pdf": [1, 3, 4, 6, 24], "booklet": [1, 3], "written": [1, 3, 40, 41], "effect": [1, 3], "find": [1, 3, 6], "descript": [1, 3], "exampl": [1, 3, 4, 5, 6, 18, 36], "refer": [1, 3, 4, 6, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39, 40], "section": [1, 2, 3, 6, 23, 40, 41], "access": [1, 3, 6, 24, 35, 36, 37], "through": [1, 3, 18, 19, 36, 37], "browser": [1, 3, 6], "apach": [1, 3], "0": [1, 3, 7, 8, 9, 10, 11, 14, 15, 16, 17, 18, 19, 20, 21, 23, 25, 26, 27, 28, 29, 30, 32, 33, 34, 35, 36, 37, 38, 39, 41], "free": [1, 3, 17, 35], "condit": [1, 3, 9, 12, 17, 19, 20, 21, 22, 23, 27, 30, 35, 37, 38, 39, 40, 41], "ani": [1, 3, 6, 20, 21, 22, 23, 24, 38, 39, 40, 41], "output": [1, 3, 35, 37], "realiz": [1, 3], "softwar": [1, 3, 6], "2021": [1, 3, 18, 19, 21, 35, 36, 37, 39], "www": [1, 3], "xyz": [1, 3], "copyright": [1, 3], "except": [1, 3], "complianc": [1, 3], "obtain": [1, 3], "copi": [1, 3], "http": [1, 3, 4, 19, 21, 37, 39], "org": [1, 3], "unless": [1, 3], "applic": [1, 2, 3, 18, 20, 21, 35, 36, 38, 39], "agre": [1, 3], "write": [1, 3], "distribut": [1, 3, 7, 13, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41], "AS": [1, 3], "IS": [1, 3], "basi": [1, 3], "without": [1, 2, 3, 6, 10, 18, 28, 36], "warranti": [1, 3], "OR": [1, 3], "OF": [1, 3], "kind": [1, 3], "either": [1, 3, 17], "express": [1, 3, 18, 36], "impli": [1, 3], "specif": [1, 3, 4, 6], "languag": [1, 3, 5], "govern": [1, 3], "permiss": [1, 3], "limit": [1, 3], "For": [1, 3, 4, 6, 17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 40, 41], "term": [1, 2, 3, 17, 35], "com": [1, 3, 4, 19, 21, 37, 39], "mattwillflood": [1, 3, 4, 19, 21, 37, 39], "If": [1, 3, 17, 19, 20, 21, 35, 37, 38, 39], "pleas": [1, 3], "gaug": [1, 3], "satisfact": [1, 3], "question": [1, 3], "hesit": [1, 3], "fix": [1, 3, 20, 38], "need": [1, 3], "instal": [1, 3, 23], "thank": [1, 3], "singl": [2, 22, 40], "neuron": 2, "spike": [2, 17, 35], "variabl": [2, 17, 20, 21, 35, 37, 38, 39], "hippocampu": 2, "track": 2, "sensori": 2, "content": 2, "dure": 2, "memori": [2, 18, 36], "format": 2, "human": [2, 20, 38], "leonhard": 2, "waschk": 2, "fabian": 2, "kamp": 2, "evi": 2, "van": 2, "den": 2, "elzen": 2, "suresh": 2, "krishna": 2, "ulman": 2, "lindenberg": 2, "ueli": 2, "rutishaus": 2, "dougla": [2, 35, 37], "d": [2, 17, 20, 35, 38], "garrett": 2, "biorxiv": 2, "physiolog": [2, 17, 19, 20, 21, 35, 37, 38, 39], "cep": 2, "reson": 2, "breath": 2, "rate": [2, 17, 35, 37], "assess": [2, 17, 18, 19, 35, 36, 37], "fractal": [2, 8, 18, 23, 26, 36, 41], "dimens": [2, 7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 25, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "heart": [2, 17, 19, 20, 21, 35, 37, 38, 39], "asymmetri": [2, 17, 35], "david": [2, 17, 35], "mayor": 2, "toni": 2, "steffert": 2, "georg": [2, 17, 20, 35, 38], "datseri": 2, "andrea": [2, 17, 35], "firth": 2, "deepak": 2, "pandai": 2, "harikala": 2, "kandel": 2, "duncan": 2, "bank": 2, "enhanc": 2, "classif": [2, 17, 35], "preterm": 2, "birth": 2, "wavelet": [2, 17, 35], "transform": [2, 12, 17, 18, 30, 35, 36], "base": [2, 6, 8, 9, 10, 16, 18, 19, 20, 21, 23, 24, 26, 27, 28, 34, 36, 37, 38, 39, 41], "electrohysterogram": 2, "h\u00e9ctor": 2, "romero": 2, "moral": 2, "jenni": 2, "noem\u00ed": 2, "mu\u00f1oz": 2, "mont": 2, "de": [2, 20, 21, 38, 39], "oca": 2, "rodrigo": 2, "mora": 2, "mart\u00ednez": 2, "yecid": 2, "mina": 2, "paz": 2, "jos\u00e9": [2, 20, 21, 38, 39], "rey": 2, "lago": 2, "frontier": [2, 20, 38], "endocrinolog": 2, "fine": [2, 17, 23, 35, 41], "gross": 2, "motor": [2, 17, 35], "task": 2, "fibromyalgia": 2, "patient": 2, "precis": 2, "retrospect": 2, "studi": 2, "nanci": 2, "anacleto": 2, "br\u00edgida": 2, "reposit\u00f3rio": 2, "cient\u00edfico": 2, "instituto": 2, "polit\u00e9cnico": 2, "santar\u00e9m": 2, "cerebr": 2, "oxygen": 2, "satur": 2, "pneumoperitoneum": 2, "trendelenburg": 2, "posit": [2, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "cohort": 2, "xiaoxiao": 2, "wang": [2, 17, 19, 35, 37], "chang": [2, 6, 17, 35], "liu": [2, 17, 35], "kai": 2, "zhang": [2, 21, 35, 39], "yunliang": 2, "yao": 2, "yu": 2, "weidong": 2, "mi": 2, "hao": 2, "li": [2, 17, 35], "ag": 2, "clinic": [2, 17, 35], "experiment": 2, "chao": [2, 18, 36], "strength": [2, 19, 37], "taylor": 2, "sine": 2, "chaotic": [2, 17, 35], "map": [2, 18, 36], "ioanni": 2, "kafetzi": 2, "lazaro": 2, "moysi": 2, "christo": 2, "volo": 2, "util": 2, "intraop": 2, "nir": 2, "oximetri": 2, "data": [2, 9, 10, 12, 16, 17, 18, 19, 20, 21, 23, 27, 28, 30, 34, 35, 36, 37, 38, 39, 41], "diagnosi": [2, 17, 35], "postop": 2, "cognit": [2, 20, 38], "improv": [2, 17, 35], "ran": 2, "huo": [2, 17, 35], "wanzhong": 2, "yuan": 2, "huishu": 2, "tao": [2, 21, 39], "nan": [2, 9, 27], "electroencephalogram": 2, "toward": 2, "psychogen": 2, "non": 2, "epilept": 2, "seizur": 2, "chloe": 2, "hinchliff": 2, "mahinda": 2, "yogarajah": 2, "samia": 2, "elkommo": 2, "hongi": 2, "tang": 2, "daniel": 2, "abasolo": 2, "dimension": [2, 22, 40], "detect": [2, 17, 35], "radiograph": 2, "sign": 2, "tooth": 2, "resorpt": 2, "hypercementosi": 2, "equin": 2, "model": 2, "kamil": 2, "g\u00f3rski": 2, "marta": 2, "borowska": 2, "el\u017cbieta": 2, "stefanik": 2, "izabela": 2, "polkowska": 2, "bernard": 2, "turek": 2, "andrzej": 2, "bereznowski": 2, "ma\u0142gorzata": 2, "domino": 2, "infrar": 2, "thermographi": 2, "rider": 2, "hors": 2, "bodyweight": 2, "ratio": [2, 17], "horseback": 2, "ride": 2, "\u0142ukasz": 2, "zdrojkowski": 2, "tomasz": 2, "jasi\u0144ski": 2, "urszula": 2, "sikorska": 2, "micha\u0142": 2, "skibniewski": 2, "ma\u015bko": 2, "sensor": [2, 17, 35], "what": [2, 23], "metric": [2, 35, 36, 37], "tell": 2, "type": [2, 4, 6, 17, 18, 20, 21, 22, 24, 35, 38, 39, 40], "fixat": 2, "video": 2, "view": [2, 9], "k": [2, 8, 9, 10, 16, 17, 20, 21, 27, 28, 34, 35, 38, 39], "melnyk": 2, "l": [2, 17, 20, 21, 35, 38, 39], "friedman": 2, "o": 2, "komogortsev": 2, "texa": 2, "state": [2, 17, 35, 37], "digit": 2, "librari": 2, "respons": 2, "travel": 2, "ionospher": 2, "disturb": 2, "across": [2, 17, 20, 21, 35, 38, 39], "eastern": 2, "africa": 2, "sector": [2, 17, 35], "geomagnet": 2, "storm": 2, "neural": [2, 17, 20, 35, 38], "network": [2, 38], "i": [2, 13, 17, 19, 20, 21, 23, 31, 35, 37, 38, 39, 40, 41], "A": [2, 4, 6, 17, 18, 19, 20, 21, 24, 35, 36, 37, 38, 39], "oludehinwa": 2, "velichko": 2, "b": [2, 17, 19, 35, 37], "ogunsua": 2, "olusola": 2, "odeyemi": 2, "n": [2, 13, 17, 19, 23, 31, 35, 37, 41], "njah": 2, "t": [2, 9, 17, 18, 19, 20, 21, 27, 35, 36, 37, 38, 39], "ologun": 2, "geophys": 2, "space": 2, "acoust": 2, "cavit": 2, "identif": 2, "propel": 2, "yang": [2, 17, 21, 35, 39], "lilin": 2, "cui": 2, "marin": 2, "scienc": [2, 17, 19, 35, 37], "deep": 2, "learn": [2, 4, 6], "umang": 2, "goenka": 2, "param": 2, "patil": 2, "kush": 2, "gosalia": 2, "aaryan": 2, "jagetia": 2, "arxiv": 2, "pressur": 2, "injuri": 2, "link": [2, 4, 6, 17, 24, 35], "abdomin": 2, "temperatur": 2, "nikhil": 2, "padhy": 2, "denis": 2, "rio": 2, "vaunett": 2, "fai": 2, "sandra": 2, "hanneman": 2, "23rd": 2, "intern": [2, 17, 18, 21, 35, 36, 39], "reus": 2, "iri": 2, "structur": 2, "empir": [2, 20, 38], "comparison": [2, 18, 35, 36, 37], "indic": [2, 17, 18, 19, 35, 36, 37], "neurokit2": 2, "dominiqu": 2, "makowski": 2, "shu": 2, "te": 2, "tam": 2, "pham": [2, 20, 38], "zen": 2, "juen": 2, "lau": 2, "h": [2, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "annabel": 2, "chen": [2, 17, 35], "techniqu": 2, "nneten": 2, "short": [2, 17, 35], "noisi": [2, 17, 35], "hanif": 2, "heidari": 2, "andrei": 2, "registri": 4, "complet": [4, 6], "sever": [4, 6, 23, 24], "depend": [4, 19, 24, 37], "alongsid": [4, 24], "alreadi": [4, 24, 41], "dsp": 4, "fftw": 4, "delimitedfil": 4, "random": [4, 7, 19, 23, 25, 37, 41], "plot": [4, 16, 17, 20, 21, 34, 35, 38, 39], "statsbas": 4, "statsfun": 4, "groupslic": 4, "combinator": 4, "cluster": 4, "linearalgebra": 4, "dierckx": 4, "5": [4, 8, 11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 26, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "intend": [4, 6, 24], "wai": [4, 6, 20, 21, 24, 38, 39], "repl": 4, "should": [4, 6], "appear": 4, "vx": 4, "y": [4, 9, 10, 16, 19, 23, 27, 28, 34, 37, 41], "pkg": 4, "x": [4, 7, 8, 9, 10, 11, 13, 14, 15, 16, 17, 18, 19, 23, 24, 25, 26, 27, 28, 29, 31, 32, 33, 34, 35, 36, 37, 41], "your": [4, 6, 18, 24, 36], "add": [4, 6], "note": [4, 6, 11, 17, 18, 19, 29, 35, 36, 37], "case": [4, 6, 20, 21, 38, 39], "sensit": [4, 17, 20, 21, 35, 38, 39], "altern": [4, 6], "modul": [4, 24, 40, 41], "procedur": [4, 13, 20, 31, 38], "after": 4, "check": [4, 6, 24], "correctli": [4, 6, 24], "load": 4, "greet": [4, 24], "___": [4, 6, 24], "_": [4, 6, 24, 25, 29, 31, 33, 35], "_____": [4, 6, 24], "____": [4, 6, 24], "___________": [4, 6, 24], "__": [4, 6, 24], "_______": [4, 6, 24], "______": [4, 6, 24], "kei": [4, 6, 24], "make": [4, 6, 24], "most": [4, 6, 24], "easili": [4, 6], "name": [4, 17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "sampen": [4, 6, 7, 14, 17, 18, 19, 20, 21, 22, 24, 25, 32, 35, 36, 37, 38, 39, 40, 41], "xspecen": [4, 6, 17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "spectral": [4, 6, 17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "hxmsen": [4, 6, 16, 20, 21, 22, 23, 34, 38, 39, 40, 41], "hierarch": [4, 6, 20, 21, 22, 23, 38, 39, 40, 41], "detail": [4, 6, 23, 24], "api": [4, 6, 24], "io": 4, "addit": [6, 17, 35, 37], "toolbox": [2, 6], "get": [6, 7, 17, 25], "full": [6, 17, 19, 23, 35, 37, 41], "process": [2, 6, 17, 18, 35, 36], "machin": [2, 6], "howev": [6, 18, 36], "2016a": 6, "2015a": 6, "2015b": 6, "recommend": [2, 6, 17, 23, 24, 35], "older": 6, "than": [6, 18, 23, 36], "2016": [6, 17, 18, 21, 35, 36, 39], "onli": [6, 16, 18, 23, 34, 36, 41], "done": 6, "caution": [6, 18, 36], "Ons": 6, "home": 6, "tab": 6, "click": 6, "search": 6, "bar": 6, "top": 6, "right": [6, 13, 31], "instruct": 6, "must": [6, 18, 36], "log": [6, 17, 18, 19, 35, 36, 37], "mathwork": 6, "account": [6, 18, 36], "go": 6, "folder": [6, 24], "mltbx": 6, "directori": [6, 24], "save": [6, 24], "doubl": 6, "enter": [6, 17, 19, 24, 35, 36, 37], "logo": [6, 23, 41], "displai": 6, "supplement": 6, "custom": [6, 23], "relev": 6, "doc": 6, "functionnam": [6, 24], "simpli": [6, 24], "docstr": [6, 24], "window": [6, 17, 24, 35], "e": [2, 6, 17, 18, 20, 21, 23, 24, 35, 36, 37, 38, 39, 40, 41], "g": [2, 6, 9, 10, 16, 17, 18, 20, 21, 24, 27, 28, 34, 35, 36, 38, 39], "also": [6, 17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "subsect": [6, 24], "outlin": [6, 23, 24, 41], "normal": [2, 7, 10, 13, 16, 18, 23, 25, 28, 31, 34, 36, 41], "mean": [7, 17, 20, 21, 23, 25, 35, 38, 39, 41], "sd": [7, 17, 18, 19, 20, 21, 23, 25, 35, 36, 37, 38, 39, 41], "embed": [7, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 25, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39], "m": [2, 7, 8, 9, 11, 12, 13, 14, 15, 16, 17, 18, 19, 24, 25, 26, 27, 29, 30, 31, 32, 33, 34, 35, 36, 37], "4": [7, 13, 14, 16, 17, 18, 19, 20, 21, 23, 25, 31, 32, 34, 35, 36, 37, 38, 39, 41], "exampledata": [7, 8, 9, 10, 11, 13, 14, 15, 16, 25, 26, 27, 28, 29, 31, 32, 33, 34], "gaussian": [7, 23, 25, 35, 36, 37, 41], "samp": [7, 17, 25, 35], "1x5": 7, "1789": [7, 25], "1757": [7, 25], "1819": [7, 25], "2209": [7, 25], "1756": [7, 25], "select": [2, 7, 11, 17, 18, 19, 20, 21, 25, 29, 35, 36, 37, 38, 39], "last": [7, 16, 25, 34], "valu": [7, 14, 15, 16, 17, 18, 19, 20, 21, 25, 32, 33, 34, 35, 36, 37, 38, 39], "end": 7, "delai": [7, 8, 9, 10, 11, 12, 15, 16, 17, 18, 19, 20, 21, 25, 26, 27, 28, 29, 30, 33, 34, 35, 36, 37, 38, 39], "tau": [7, 8, 9, 10, 11, 12, 13, 15, 16, 17, 18, 19, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37], "phi1": [7, 18, 25, 36], "phi2": [7, 18, 25, 36], "1833": [7, 25], "1880": [7, 25], "1892": [7, 25], "1441": [7, 25], "imag": [2, 8, 18, 23, 26, 36, 41], "mandelbrot": [8, 23, 26, 41], "matrix": [8, 19, 21, 22, 23, 26, 37, 39, 40, 41], "mandelbrot_mat": [8, 23, 26, 41], "figur": [8, 9, 10, 16, 27, 28, 34], "color": [8, 9, 10, 16], "imshow": [8, 26], "initialmagnif": 8, "500": 8, "colormap": 8, "hot": [8, 26], "trit": [8, 26], "logarithm": [8, 9, 10, 16, 17, 18, 19, 20, 21, 26, 27, 28, 34, 35, 36, 37, 38, 39], "3": [8, 9, 11, 12, 13, 14, 15, 17, 18, 19, 20, 21, 23, 24, 26, 27, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 41], "templat": [8, 18, 19, 26, 36, 37], "size": [8, 18, 23, 26, 36, 41], "8": [8, 11, 13, 14, 17, 18, 20, 21, 23, 26, 29, 31, 32, 35, 36, 38, 39, 41], "linear": [2, 8, 17, 18, 19, 26, 35, 36, 37], "distanc": [8, 15, 17, 18, 19, 26, 33, 35, 36, 37], "linearli": [8, 26], "normalis": [8, 9, 14, 17, 18, 19, 26, 27, 32, 35, 36, 37], "f": [2, 8, 26], "exp": [8, 26, 35, 36, 37], "frac": [8, 13, 26, 31], "x_": [8, 26], "min": [8, 17, 26, 35], "max": [8, 17, 26, 35], "fe2d": [8, 26], "fuzzen2d": [8, 17, 18, 19, 20, 21, 22, 23, 26, 35, 36, 37, 38, 39, 40, 41], "fx": [8, 12, 17, 18, 19, 26, 30, 35, 36, 37], "r": [2, 8, 9, 12, 13, 14, 15, 17, 18, 19, 20, 21, 26, 27, 30, 31, 32, 33, 35, 36, 37, 38, 39], "logx": [8, 9, 10, 16, 17, 18, 19, 26, 27, 28, 30, 31, 32, 33, 34, 35, 36, 37], "0016": 8, "z": [9, 23, 27, 35, 36, 37, 41], "compon": [9, 10, 16, 23, 27, 28, 34, 41], "lorenz": [9, 23, 27, 41], "equat": [9, 10, 16, 27, 28, 34], "plot3": 9, "xlabel": [9, 10, 16], "ylabel": [9, 10, 16], "zlabel": 9, "gca": [9, 10, 16], "axi": [9, 10, 16, 17, 27, 28, 34, 35], "squar": [9, 10, 16], "dit": [9, 27], "alpha": [9, 17, 23, 27, 35, 41], "234": [9, 27], "return": [9, 10, 11, 16, 17, 18, 19, 20, 21, 27, 28, 29, 34, 35, 36, 37, 38, 39], "pnorm": [9, 17, 27, 35], "possibl": [9, 17, 18, 19, 21, 23, 27, 35, 36, 37, 39, 41], "cpe": [9, 17, 27, 35], "perm": [9, 17, 27, 35, 37], "permen": [9, 17, 18, 19, 20, 21, 22, 27, 35, 37, 38, 39, 40], "typex": [9, 17, 18, 27, 35, 36], "finegrain": [9, 17, 27, 35], "tpx": [9, 17, 27, 35], "norm": [9, 10, 13, 16, 17, 18, 19, 27, 28, 30, 31, 34, 35, 36, 37], "fals": [9, 10, 17, 18, 19, 20, 21, 27, 28, 30, 31, 34, 35, 36, 37, 38, 39], "8687": [9, 27], "9468": [9, 27], "4734": [9, 27], "0781": [9, 27], "henon": [10, 16, 23, 28, 34, 41], "bit": [10, 28], "7": [10, 17, 18, 20, 21, 23, 28, 35, 36, 37, 38, 39, 41], "angular": [10, 17, 28, 35], "order": [10, 14, 19, 20, 21, 28, 32, 35, 37, 38, 39], "pha": [10, 17, 28, 35], "phasen": [10, 17, 20, 21, 22, 28, 35, 38, 39, 40], "plotx": [10, 16, 17, 20, 21, 28, 34, 35, 38, 39], "true": [10, 13, 16, 17, 18, 19, 20, 21, 23, 28, 31, 34, 35, 36, 37, 38, 39, 41], "0193": 10, "8395": [10, 28], "pseudorandom": [11, 13, 14, 15, 23, 29, 31, 32, 33, 41], "integ": [11, 13, 14, 15, 17, 18, 19, 20, 21, 23, 29, 31, 32, 33, 35, 36, 37, 38, 39, 41], "sturg": [11, 17, 18, 19, 29, 35, 36, 37], "randintegers2": [11, 15, 23, 29, 33, 41], "xdist": [11, 19, 29, 37], "xdisten": [11, 17, 18, 19, 20, 21, 22, 29, 35, 36, 37, 38, 39, 40], "17": [11, 17, 20, 29, 35, 38], "25": [11, 14, 29, 32], "were": [11, 16, 29, 34], "empti": [11, 29], "5248": [11, 29], "rice": [11, 17, 18, 19, 29, 35, 36, 37], "determin": [11, 29], "histogram": [11, 17, 18, 19, 29, 35, 36, 37], "ppi": [11, 17, 19, 29, 35, 37], "407": [11, 29], "415": [11, 29], "2802": [11, 29], "0000": [11, 29], "0047": [11, 29], "0368": [11, 29], "1096": [11, 29], "1978": [11, 29], "2558": [11, 29], "2421": [11, 29], "1531": [11, 29], "creat": [12, 13, 14, 15, 16, 18, 20, 21, 30, 31, 32, 33, 34, 36, 38, 39], "mobj": [12, 13, 14, 15, 16, 20, 21, 30, 31, 32, 33, 34, 38, 39], "fuzzi": [12, 17, 18, 19, 20, 21, 22, 23, 30, 35, 36, 37, 38, 39, 40, 41], "sigmoid": [12, 17, 18, 19, 30, 35, 36, 37], "scale": [12, 13, 14, 15, 16, 17, 20, 21, 23, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 41], "fuzzen": [12, 17, 18, 19, 20, 21, 22, 30, 35, 36, 37, 38, 39, 40], "struct": [12, 13, 14, 15], "field": [12, 13, 14, 15], "func": [12, 13, 14, 15, 30, 31, 32, 33, 34], "2000": [12, 17, 19, 35, 37], "6": [12, 14, 17, 18, 19, 20, 21, 23, 24, 30, 32, 34, 35, 36, 37, 38, 39, 41], "symbol": [12, 16, 17, 18, 19, 20, 21, 22, 30, 34, 35, 36, 37, 38, 39, 40], "xconden": [12, 16, 17, 19, 20, 21, 22, 30, 34, 35, 37, 38, 39, 40], "c": [2, 12, 16, 17, 18, 19, 20, 21, 27, 30, 34, 35, 36, 37, 38, 39], "uniformli": [13, 14, 15, 23, 31, 32, 33, 41], "object": [13, 14, 15, 16, 20, 21, 23, 31, 32, 33, 34, 38, 39, 41], "entyp": [13, 14, 15, 16, 20, 21, 31, 32, 33, 34, 38, 39], "incren": [13, 17, 20, 21, 22, 31, 35, 38, 39, 40], "resolut": [13, 17, 19, 31, 35, 37], "randinteg": [13, 14, 23, 31, 32, 41], "msobject": [13, 14, 15, 16, 20, 21, 23, 31, 32, 33, 34, 38, 39, 41], "tempor": [13, 14, 15, 16, 17, 20, 21, 31, 32, 33, 34, 35, 38, 39], "modifi": [13, 17, 20, 21, 31, 35, 38, 39], "grain": [13, 17, 20, 21, 23, 31, 35, 38, 39, 41], "y_j": [13, 31], "sum_": [13, 31], "left": [13, 31], "j": [2, 13, 17, 19, 31, 35, 37], "_i": [13, 31], "msx": [13, 14, 15, 16, 20, 21, 31, 32, 33, 34, 38, 39], "msen": [13, 17, 18, 19, 20, 21, 22, 31, 35, 36, 37, 38, 39, 40], "methodx": [13, 20, 21, 31, 38, 39], "2719": [13, 31], "3059": [13, 31], "2863": [13, 31], "2494": [13, 31], "2773": [13, 31], "radiu": [14, 15, 17, 18, 19, 20, 21, 32, 33, 35, 36, 37, 38, 39], "threshold": [14, 15, 17, 18, 19, 20, 21, 32, 33, 35, 36, 37, 38, 39], "2500": 14, "index": [14, 16, 20, 21, 32, 34, 38, 39], "ci": [14, 16, 17, 19, 20, 21, 32, 34, 35, 37, 38, 39], "3rd": [14, 32], "butterworth": [14, 20, 21, 32, 38, 39], "filter": [14, 20, 21, 32, 38, 39], "frequenc": [14, 17, 19, 20, 21, 32, 35, 37, 38, 39], "median": [14, 17, 20, 21, 32, 35, 38, 39], "absolut": [14, 20, 21, 32, 38, 39], "deviat": [14, 20, 21, 32, 38, 39], "rmsen": [14, 20, 21, 22, 32, 38, 39, 40], "f_order": [14, 20, 21, 32, 38, 39], "f_num": [14, 20, 21, 32, 38, 39], "radnew": [14, 15, 20, 21, 32, 33, 38, 39], "5280": [14, 32], "5734": [14, 32], "5939": 14, "5908": [14, 32], "5563": 14, "8424": 14, "xapen": [15, 17, 19, 20, 21, 22, 33, 35, 37, 38, 39, 40], "5000": [15, 23, 41], "comsposit": [15, 33], "varianc": [15, 20, 21, 33, 35, 37, 38, 39], "cxmsen": [15, 20, 21, 22, 33, 38, 39, 40], "0893": 15, "4746": [15, 33], "2932": [15, 33], "12": [16, 17, 20, 34, 35, 38], "averag": [16, 17, 19, 20, 21, 34, 35, 37, 38, 39], "sn": [16, 20, 21, 34, 38, 39], "curv": [16, 20, 21, 34, 35, 36, 37, 38, 39], "tree": [16, 20, 21, 34, 38, 39], "node": [16, 20, 21, 34, 38, 39], "4096": [16, 23, 34, 41], "decomposit": [2, 16, 20, 21, 34, 38, 39], "404": [16, 17, 34, 35], "sequenc": [16, 17, 19, 20, 21, 34, 35, 37, 38, 39], "ignor": [16, 34], "5159": [16, 34], "6245": [16, 34], "5634": [16, 34], "7022": [16, 34], "6533": [16, 34], "5853": [16, 34], "7956": [16, 34], "8447": [16, 34], "7605": [16, 34], "8415": [16, 34], "8115": [16, 34], "5128": [16, 34], "6862": [16, 34], "8679": [16, 34], "8287": [16, 34], "5940": [16, 32, 34], "6841": [16, 34], "7692": [16, 34], "5632": [16, 34], "form": [17, 19, 24, 35, 37], "apen": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "sig": [17, 19, 20, 21, 30, 31, 32, 33, 34, 35, 37, 38, 39], "varargin": [17, 18, 19, 20, 21], "ap": [17, 35], "phi": [17, 19, 35, 37], "match": [17, 18, 19, 35, 36, 37], "vector": [17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "default": [17, 18, 19, 20, 21, 23, 30, 35, 36, 37, 38, 39, 41], "natur": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "pair": [17, 18, 19, 20, 21, 35, 37], "argument": [17, 18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 40, 41], "scalar": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "conden": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "dispen": [17, 18, 20, 21, 22, 35, 36, 38, 39, 40], "steven": [17, 19, 35, 37], "pincu": [17, 19, 35, 37], "proceed": [17, 19, 35, 37], "nation": [17, 19, 35, 37], "academi": [2, 17, 19, 35, 37], "88": [17, 35], "1991": [17, 35], "2297": [17, 35], "2301": [17, 35], "attnen": [17, 20, 21, 22, 35, 38, 39, 40], "attn": [17, 35], "sub": [17, 18, 20, 21, 35, 36, 38, 39], "hxx": [17, 35], "hxn": [17, 35], "hnn": [17, 35], "hnx": [17, 35], "local": [17, 35], "maxima": [17, 35], "interv": [17, 35], "minima": [17, 35], "between": [17, 18, 20, 22, 35, 36, 38, 40], "subsequ": [17, 35], "specen": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "jiawei": [17, 35], "et": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "al": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "interbeat": [17, 35], "transact": [2, 17, 20, 21, 35, 38, 39], "affect": [2, 17, 35], "comput": [2, 17, 18, 20, 21, 35, 36, 37, 38, 39], "2020": [17, 21, 35, 39], "bubben": [17, 20, 21, 22, 35, 38, 39, 40], "bubbl": [17, 20, 21, 22, 35, 38, 39, 40], "bubb": [17, 35], "renyi": 17, "aktaruzzaman": [17, 35], "roberto": [17, 35], "sassi": [17, 35], "almost": [17, 35], "64": [17, 20, 35, 38], "2017": [17, 18, 20, 35, 36, 38], "2711": [17, 35], "2718": [17, 35], "cond": [17, 35], "sew": [17, 19, 35, 37], "sez": [17, 19, 35, 37], "correspond": [17, 19, 35, 36, 37], "shannon": [17, 18, 19, 35, 36, 37], "boolean": [17, 18, 19, 35, 36, 37], "disten": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "xpermen": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "alberto": [17, 19, 35, 37], "porta": [17, 19, 35, 37], "regular": [17, 35], "sympathet": [17, 35], "outflow": [17, 35], "biolog": [17, 19, 20, 21, 35, 37, 38, 39], "cybernet": [17, 19, 35, 37], "78": [17, 35], "1998": [17, 35], "71": [17, 20, 35, 38], "cosien": [17, 20, 21, 22, 35, 38, 39, 40], "cosin": [17, 20, 21, 22, 35, 38, 39, 40], "similar": [17, 18, 20, 21, 22, 35, 36, 38, 39, 40], "cosi": [17, 35], "bm": [17, 35], "global": [17, 35], "zero": 17, "slopen": [17, 20, 21, 22, 35, 38, 39, 40], "griden": [17, 20, 21, 22, 35, 38, 39, 40], "hmsen": [17, 20, 21, 22, 23, 35, 38, 39, 40, 41], "theerasak": [17, 35], "chanwimalueang": [17, 35], "danilo": [17, 35], "mandic": [17, 35], "self": [17, 35], "correl": [17, 19, 35, 37], "19": [17, 20, 35, 38], "652": [17, 35], "dist": [17, 35], "bin": [17, 18, 19, 35, 36, 37], "string": [17, 18, 19, 23, 35, 36, 37, 38, 39, 41], "sqrt": [17, 18, 19, 35, 36, 37], "doan": [17, 18, 19, 35, 36, 37], "disten2d": [17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "k2en": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "peng": [17, 20, 21, 35, 38, 39], "heartbeat": [17, 20, 35, 38], "medic": [17, 35], "53": [17, 35], "2015": [17, 19, 20, 21, 35, 37, 38, 39], "77": [17, 35], "87": [17, 35], "dispers": [17, 18, 20, 21, 22, 35, 36, 38, 39, 40], "dispx": [17, 35], "rde": [17, 18, 35, 36], "revers": [17, 18, 35, 36], "cumul": [17, 18, 35, 36], "densiti": [17, 18, 35, 36], "ncdf": [17, 18, 35, 36], "kmean": [17, 18, 35, 36], "finesort": [17, 35], "equal": [17, 18, 35, 36], "fluct": [17, 35], "when": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "fluctuat": [17, 35], "pattern": [17, 18, 19, 35, 36, 37], "2c": [17, 35], "rho": [17, 23, 35, 41], "tune": [17, 35], "sydyen": [17, 20, 21, 22, 35, 38, 39, 40], "mostafa": [2, 17, 35], "rostaghi": [2, 17, 35], "hame": [2, 17, 18, 20, 35, 36, 37, 38], "azami": [2, 17, 18, 20, 35, 36, 37, 38], "letter": [17, 18, 20, 21, 35, 36, 38, 39], "23": [17, 18, 35, 36], "610": [17, 35], "614": [17, 35], "20": [17, 18, 20, 23, 35, 36, 38, 41], "2018": [17, 18, 19, 20, 35, 36, 37, 38], "210": [17, 35], "yux": [17, 35], "xiang": [17, 35], "gao": [17, 20, 35, 38], "long": [17, 35], "2019": [17, 18, 21, 35, 36, 37, 39], "5203": [17, 35], "wenlong": [17, 35], "fu": [17, 35], "fault": [2, 17, 35], "roll": [17, 35], "bear": [17, 35], "sort": [17, 35], "svm": [2, 17, 35], "optim": [2, 17, 20, 21, 35, 38, 39], "mutat": [17, 35], "sca": [17, 35], "pso": [17, 35], "21": [17, 35], "eoe": [17, 35], "aven": [17, 35], "s2": [17, 20, 21, 35, 38, 39], "level": [17, 35], "length": [17, 19, 21, 23, 35, 37, 39, 41], "xrang": [17, 35], "element": [17, 18, 19, 20, 35, 36, 37, 38], "franci": [17, 35], "hsu": [17, 35], "550": [17, 35], "fuzz": [17, 35], "ps1": [17, 19, 35, 37], "ps2": [17, 19, 35, 37], "modsampen": [17, 18, 19, 35, 36, 37], "gudermannian": [17, 18, 19, 35, 36, 37], "defin": [17, 18, 19, 35, 36, 37], "divisor": [17, 18, 19, 35, 36, 37], "exponenti": [17, 18, 19, 35, 36, 37], "subtract": [17, 18, 19, 35, 36, 37], "pre": [17, 18, 19, 35, 36, 37], "divis": [17, 18, 19, 35, 36, 37], "expon": [17, 18, 19, 35, 36, 37], "whose": [17, 18, 19, 35, 36, 37], "numer": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "gd": [17, 18, 19, 35, 36, 37], "atan": [17, 18, 19, 35, 36, 37], "tanh": [17, 18, 19, 35, 36, 37], "maximum": [17, 18, 19, 23, 35, 36, 37, 41], "minimuum": [17, 18, 19, 35, 36, 37], "further": [17, 19, 20, 35, 37, 38], "xfuzzen": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "weit": [17, 35], "character": [2, 17, 35], "surfac": [2, 17, 35], "emg": [17, 35], "rehabilit": [17, 35], "2007": [17, 35], "266": [17, 35], "272": [17, 35], "hong": [17, 19, 35, 37], "bo": [17, 19, 35, 37], "xie": [17, 19, 35, 37], "wei": [17, 35], "xing": [17, 35], "he": [17, 35], "hui": [17, 35], "372": [17, 35], "48": [17, 35], "2008": [17, 35], "7140": [17, 35], "7146": [17, 35], "grid": [17, 20, 21, 22, 35, 38, 39, 40], "gde": [17, 35], "gdr": [17, 35], "coars": [17, 20, 21, 35, 38, 39], "pix": [17, 35], "gix": [17, 35], "six": [17, 35], "aix": [17, 35], "percentag": [17, 18, 36], "point": [17, 19, 23, 35, 36, 37, 41], "below": [17, 23, 41], "ident": 17, "proport": 17, "abov": [17, 20, 21, 35, 38, 39], "phase": [17, 20, 21, 22, 23, 35, 38, 39, 40, 41], "angl": 17, "area": [17, 35], "poicar": 17, "bivari": [17, 19, 35, 37], "yan": [17, 21, 35, 39], "descriptor": [17, 35], "poincar": 17, "analyz": [17, 18, 21, 35, 36, 39], "109": [17, 35], "280": [17, 35], "289": [17, 21, 35, 39], "onlin": [17, 35], "14": [17, 35], "period": [17, 20, 21, 35, 38, 39], "autonom": [2, 17, 35], "regul": [17, 35], "american": [17, 19, 35, 37], "regulatori": [17, 35, 37], "295": [17, 35], "r550": [17, 35], "r557": [17, 35], "karmakar": [17, 35], "khandok": [17, 35], "palaniswami": [17, 35], "36": [17, 35], "303": [17, 35], "increment": [17, 20, 21, 22, 23, 35, 38, 39, 40, 41], "incr": [17, 35], "xiaofeng": [17, 35], "18": [17, 35], "22": [17, 21, 35, 39], "jiang": [17, 20, 21, 35, 38, 39], "xu": [17, 20, 21, 35, 38, 39], "xue": [17, 35], "133": [17, 35], "appropri": [17, 35], "electrophysiolog": [17, 35], "95": [17, 35], "13": [17, 35], "kolmogorov": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "k2": [17, 19, 35], "xk2en": [17, 19, 20, 21, 22, 35, 37, 38, 39, 40], "peter": [2, 17, 35], "grassberg": [17, 35], "itamar": [17, 35], "procaccia": [17, 35], "review": [17, 20, 21, 35, 38, 39], "28": [17, 23, 35, 41], "1983": [17, 35], "2591": [17, 35], "lin": [17, 19, 35, 37], "jue": [17, 35], "longwei": [17, 35], "event": [17, 35], "relat": [17, 35], "desynchron": [17, 35], "synchron": [17, 35], "eeg": [2, 17, 35], "eng": [17, 35], "2013": [17, 20, 21, 35, 38, 39], "jun": [17, 35], "03602": [17, 35], "permuat": [17, 19, 35, 37], "standard": [17, 20, 21, 35, 38, 39], "recommened": [17, 35], "5m": [17, 35], "amigo": [17, 35], "europhi": [17, 35], "lett": [17, 35], "83": [17, 35], "60005": [17, 35], "list": [17, 35], "oper": 17, "undefin": [17, 19, 35, 37], "uniqu": [17, 35], "variat": [17, 35], "ampawar": [17, 35], "weight": [17, 35], "edg": [17, 19, 35, 37], "associ": [17, 35], "variant": [17, 20, 35, 38], "xmsen": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "christoph": [2, 17, 35], "bandt": [17, 35], "pomp": [17, 35], "2002": [17, 20, 21, 35, 37, 38, 39], "174102": [17, 35], "xiao": [17, 35], "feng": [17, 21, 35, 39], "yue": [17, 35], "chines": [17, 35], "2009": [17, 20, 21, 35, 38, 39], "2690": [17, 35], "chunhua": [17, 35], "bian": [17, 35], "85": [17, 35], "2012": [17, 18, 35, 36], "021906": [17, 20, 35, 38], "bilal": [2, 17, 35], "fadlallah": [17, 35], "incorpor": [17, 22, 35, 40], "022911": [17, 35], "awar": [17, 35], "illustr": [17, 35], "segment": [17, 35], "program": [2, 17, 35], "128": [17, 18, 23, 35, 36, 41], "40": [17, 35], "51": [17, 35], "zhiqiang": [17, 35], "45th": [17, 35], "annual": [17, 18, 21, 35, 36, 39], "industri": [17, 35], "electron": [17, 35], "soc": [17, 35], "5998": [17, 35], "6003": [17, 35], "zhe": [17, 35], "1403829": [17, 35], "maik": [17, 35], "riedl": [17, 35], "m\u00fcller": [17, 35], "niel": [17, 35], "wessel": [17, 35], "practic": [17, 35], "consider": [17, 35], "european": [17, 35], "special": [17, 35], "topic": [17, 35], "222": [17, 35], "249": [17, 35], "262": [17, 35], "begin": [17, 35], "along": [17, 35], "somewhat": [17, 35], "arbitrari": [17, 35], "even": [17, 35], "prefer": [17, 35], "multipl": [2, 17, 35], "sake": [17, 35], "symmetri": [17, 35], "poincar\u00e9": [17, 35], "ashish": [17, 35], "rohila": [17, 35], "ambalika": [17, 35], "sharma": [17, 35], "105006": [17, 35], "xsampen": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "sampen2d": [17, 18, 19, 20, 21, 22, 23, 35, 36, 37, 38, 39, 40, 41], "joshua": [17, 19, 35, 37], "richman": [17, 19, 35, 37], "randal": [17, 19, 35, 37], "moorman": [17, 19, 35, 37], "circulatori": [17, 19, 35, 37], "slope": [17, 20, 21, 22, 35, 36, 37, 38, 39, 40], "slop": [17, 35], "45": [17, 21, 35, 39], "lvl": [17, 35], "thresold": [17, 35], "monoton": [17, 35], "increas": [17, 35], "90": [17, 35], "cuesta": [17, 35], "frau": [17, 35], "both": [17, 35], "1167": [17, 35], "spec": [17, 35], "banden": [17, 19, 35, 37], "spectrum": [17, 19, 35, 37], "within": [17, 19, 35, 37], "band": [17, 19, 35, 37], "fft": [17, 19, 35, 37], "freq": [17, 19, 35, 37], "nyquist": [17, 19, 35, 37], "fs": [17, 19, 35, 37], "periodogram": [17, 19, 37], "powel": [17, 35], "perciv": [17, 35], "distinguish": [17, 35], "irregular": [17, 18, 19, 35, 36, 37], "motion": [17, 35], "hamiltonian": [17, 35], "gener": [17, 20, 23, 35, 36, 37, 38, 39, 41], "1979": [17, 35], "2053": [17, 35], "tsuyoshi": [17, 35], "inouy": [17, 35], "power": [17, 35], "electroencephalographi": [2, 17, 35], "neurophysiolog": [17, 35], "79": [17, 19, 35, 37], "204": [17, 35], "sydi": [17, 35], "zt": [17, 35], "mep": [17, 35], "uniform": [17, 23, 35, 41], "yongbo": [17, 35], "scheme": [17, 35], "planetari": [17, 35], "gearbox": [17, 35], "multi": [17, 35], "mrmr": [17, 35], "featur": [2, 17, 35], "mechan": [17, 20, 35, 38], "91": [17, 18, 35, 36], "312": [17, 35], "jian": [17, 35], "extract": [2, 17, 24, 35], "electr": [17, 35], "aviat": [17, 35], "electro": [17, 35], "actuat": [17, 35], "icspcc": [17, 35], "venkatesh": [17, 35], "rajagopalan": [17, 35], "asok": [17, 35], "rai": [17, 35], "via": [2, 17, 35], "86": [17, 35], "2006": [17, 20, 35, 38], "3309": [17, 35], "3320": [17, 35], "while": [18, 36], "primarili": [18, 36, 40], "appli": [2, 18, 20, 21, 36, 38, 39], "2d": [18, 36], "matric": [18, 23, 36, 41], "henc": [18, 36], "textur": [18, 36], "lock": [18, 23, 36, 41], "dispen2d": [18, 20, 21, 22, 23, 36, 38, 39, 40, 41], "keyword": [18, 23, 35, 36, 37, 38, 39, 41], "permit": [18, 23, 36, 41], "reason": [18, 36], "becaus": [18, 36], "hundr": [18, 36], "million": [18, 36], "pairwis": [18, 36], "error": [18, 36], "often": [18, 36], "occur": [18, 36], "store": [18, 20, 21, 36, 38, 39], "ram": [18, 36], "200": [18, 36], "753": [18, 36], "049": [18, 36], "836": [18, 36], "777": [18, 36], "448": [18, 36], "524": [18, 36], "pass": [18, 19, 20, 21, 23, 36, 37, 38, 39, 41], "greater": [18, 36], "unlock": [18, 36], "caus": [18, 36], "crash": [18, 36], "mat": [18, 36], "se2d": [18, 36], "matricess": [18, 36], "floor": [18, 36], "repres": [18, 36], "height": [18, 36], "row": [18, 19, 21, 23, 36, 37, 39, 41], "width": [18, 36], "column": [18, 19, 21, 23, 36, 37, 39, 41], "minimum": [18, 36], "submatrix": [18, 36], "By": [18, 36], "prevent": [18, 36], "overload": [18, 36], "753049836": [18, 36], "warn": [18, 34], "could": [18, 36], "luiz": [18, 36], "eduardo": [18, 36], "virgili": [18, 36], "silva": [18, 36], "045002": [18, 36], "fuzz2d": [18, 36], "fernando": [18, 20, 21, 36, 38, 39], "segato": [18, 36], "santo": [2, 18, 36], "multidimension": [18, 36], "sampenmf": [18, 36], "histolog": [18, 36], "colorect": [18, 36], "cancer": [18, 36], "103": [18, 36], "148": [18, 36], "160": [18, 36], "mirvana": [18, 36], "hilal": [18, 36], "heurtier": [2, 18, 20, 21, 36, 38, 39], "principl": [18, 36], "41st": [18, 21, 36, 39], "societi": [18, 36], "dist2d": [18, 36], "24": [18, 20, 21, 36, 38, 39], "9": [18, 19, 20, 21, 23, 35, 36, 37, 38, 39, 41], "1338": [18, 36], "1342": [18, 36], "disp2d": [18, 36], "75": [18, 36], "178": [18, 36], "187": [18, 36], "perm2d": [18, 36], "smax": [18, 36], "mx": [18, 36], "my": [18, 36], "lowest": [18, 36], "common": [18, 36], "rank": [18, 36], "instanc": [18, 36], "given": [18, 20, 21, 23, 36, 38, 39, 41], "ordin": [18, 36], "instead": [18, 36], "longer": [18, 36], "assum": [18, 36, 41], "motif": [18, 36], "haroldo": [18, 36], "ribeiro": [18, 36], "causal": [18, 36], "plane": [18, 36], "ONE": [18, 36], "e40689": [18, 36], "luciano": [18, 36], "zunino": [18, 36], "discrimin": [18, 36], "soliton": [18, 36], "679": [18, 36], "688": [18, 36], "esp2d": [18, 36], "toler": [18, 20, 36, 38], "ps": [18, 36], "ricardo": [18, 36], "espen": [18, 36], "approach": [2, 18, 19, 20, 36, 37, 38], "1261": [18, 36], "separ": [19, 21, 23, 37, 39, 41], "xap": [19, 37], "contain": [19, 21, 35, 37, 39], "direct": [19, 37], "thu": [19, 23, 24, 37, 41], "burton": [19, 37], "singer": [19, 37], "93": [19, 37], "1996": [19, 37], "2083": [19, 37], "2088": [19, 37], "serial": [19, 37], "implic": [19, 37], "health": [2, 19, 37], "annal": [19, 37], "york": [19, 37], "954": [19, 37], "2001": [19, 37], "245": [19, 37], "267": [19, 37], "xcond": [19, 37], "matter": [19, 37], "u": [2, 19, 37], "amount": [19, 37], "carri": [19, 37], "evalu": [19, 20, 37, 38], "coupl": [19, 37], "81": [19, 37], "1999": [19, 37], "119": [19, 37], "129": [19, 37], "pi": 19, "beween": 19, "yuanyuan": [19, 37], "pengjian": [19, 21, 37, 39], "shang": [19, 21, 37, 39], "financi": [19, 37], "stock": [19, 37], "market": [19, 37], "tsalli": [19, 37], "94": [19, 37], "1361": [19, 37], "1376": [19, 37], "xfuzz": [19, 37], "paramt": 19, "test": [19, 37], "synchroni": [19, 37], "180": [19, 37], "2010": [19, 37], "1715": [19, 37], "1724": [19, 37], "xk2": [19, 37], "project": [19, 21, 27, 37, 39], "xperm": [19, 37], "betweeen": [19, 37], "wenbin": [19, 37], "shi": [19, 37], "aij": [19, 37], "2439": [19, 37], "2447": [19, 37], "xsamp": [19, 37], "xspec": [19, 37], "origni": [20, 21], "propos": [20, 21, 38, 39], "costa": [20, 21, 38, 39], "particular": [20, 21, 38, 39], "msen2d": [20, 21], "cmsen": [20, 21, 22, 38, 39, 40], "rxmsen": [20, 21, 22, 38, 39, 40], "shown": [20, 21, 23, 38, 39, 40], "imf": [20, 21, 38, 39], "timeshift": [20, 21, 38, 39], "rescal": [20, 21, 38, 39], "xt": [20, 21, 38, 39], "coeffici": [20, 21, 38, 39], "otherwis": [20, 21, 38, 39, 40], "std": [20, 21, 38, 39], "var": [20, 21, 38, 39], "mad": [20, 21, 38, 39], "madalena": [20, 21, 38, 39], "ari": [20, 21, 38, 39], "goldberg": [20, 21, 38, 39], "89": [20, 21, 38, 39], "068102": [20, 21, 38, 39], "vadim": [2, 20, 21, 38, 39], "v": [2, 20, 21, 38, 39], "nikulin": [20, 21, 38, 39], "tom": [20, 21, 38, 39], "brismar": [20, 21, 38, 39], "comment": [20, 21, 38, 39], "92": [20, 21, 38, 39], "2004": [20, 21, 38, 39], "089803": [20, 21, 38, 39], "repli": [20, 21, 38, 39], "089804": [20, 21, 38, 39], "2005": [20, 38], "ranjit": [20, 38], "thuraisingham": [20, 38], "gottwald": [20, 38], "On": [20, 38], "physica": [20, 35, 38], "366": [20, 38], "323": [20, 38], "332": [20, 38], "meng": [20, 38], "hu": [20, 38], "hualou": [20, 38], "liang": [20, 38], "intrins": [20, 38], "mode": [20, 38], "multivari": [2, 20, 38], "neurodynam": [20, 38], "2011": [20, 21, 38, 39], "277": [20, 38], "284": [20, 38], "3110": [20, 38], "3123": [20, 38], "jianbo": [20, 38], "bi": [20, 38], "paolo": [20, 38], "castiglioni": [20, 38], "cardiovascular": [20, 21, 38, 39], "doe": [20, 38], "choic": [2, 20, 38], "vari": [20, 38], "among": [20, 38], "influenc": [2, 20, 38], "interpret": [2, 20, 38], "590": [20, 38], "tuan": [2, 20, 38], "shift": [20, 38], "257": [20, 38], "138": [20, 38], "magdalena": 20, "volatil": [20, 38], "1197": [20, 38], "1203": [20, 38], "cmse": [20, 21, 38, 39], "rcmsen": [20, 38], "shuen": [20, 21, 38, 39], "wu": [2, 20, 21, 38, 39], "1069": [20, 21, 38, 39], "1084": [20, 21, 38, 39], "378": [20, 38], "2014": [20, 38], "1369": [20, 38], "1374": [20, 38], "lpf": [20, 21, 38, 39], "cutoff": [20, 21, 38, 39], "fc": [20, 21, 38, 39], "low": [20, 21, 38, 39], "valencia": [20, 21, 38, 39], "holter": [20, 21, 38, 39], "record": [20, 21, 38, 39], "healthi": [20, 21, 38, 39], "aortic": [20, 21, 38, 39], "stenosi": [20, 21, 38, 39], "subject": [20, 21, 38, 39], "56": [20, 21, 38, 39], "2202": [20, 21, 38, 39], "2213": [20, 21, 38, 39], "puneeta": [20, 21, 38, 39], "marwaha": [20, 21, 38, 39], "ramesh": [20, 21, 38, 39], "kumar": [2, 20, 21, 38, 39], "sunkaria": [20, 21, 38, 39], "technolog": [20, 21, 38, 39], "557": [20, 21, 38, 39], "576": [20, 21, 38, 39], "sum": [20, 21, 38, 39], "root": [20, 21, 38, 39], "s_00": [20, 21, 38, 39], "nth": [20, 21, 38, 39], "subnod": [20, 21, 38, 39], "s_tn": [20, 21, 38, 39], "s_10": [20, 21, 38, 39], "s_11": [20, 21, 38, 39], "s_20": [20, 21, 38, 39], "s_21": [20, 21, 38, 39], "s_22": [20, 21, 38, 39], "s_23": [20, 21, 38, 39], "s_30": [20, 21, 38, 39], "s_31": [20, 21, 38, 39], "s_32": [20, 21, 38, 39], "s_33": [20, 21, 38, 39], "s_34": [20, 21, 38, 39], "s_35": [20, 21, 38, 39], "s_36": [20, 21, 38, 39], "s_37": [20, 21, 38, 39], "s_40": [20, 21, 38, 39], "s0": [20, 21, 38, 39], "st": [20, 21, 38, 39], "entir": [20, 21, 38, 39], "graph": [20, 21, 38, 39], "show": [20, 21, 26, 38, 39], "ying": [20, 21, 38, 39], "yuesheng": [20, 21, 38, 39], "236": [20, 21, 38, 39], "728": [20, 21, 38, 39], "742": [20, 21, 38, 39], "just": [21, 39], "again": [21, 39], "nx2": [21, 39], "rui": [21, 39], "zhuo": [21, 39], "5th": [21, 39], "vol": [21, 39], "pp": [21, 39], "411": [21, 39], "413": [21, 39], "antoin": [21, 39], "jamin": [21, 39], "navig": [21, 24, 39], "acquir": [21, 39], "bike": [21, 39], "simul": [2, 21, 39], "rcxmsen": [21, 39], "yi": [21, 39], "yin": [21, 39], "guochen": [21, 39], "98": [21, 39], "110": [21, 39], "effort": [22, 40], "made": [22, 40], "them": [22, 40], "bidimensioanl": [22, 40], "ex": [23, 41], "multiscla": [23, 41], "These": [23, 35, 36, 37, 41], "mere": [23, 41], "snippet": [23, 41], "connect": [2, 23, 41], "everi": 23, "consult": 23, "depth": 23, "accept": [23, 41], "chirp": [23, 41], "f0": [23, 41], "01": [23, 41], "t1": [23, 41], "4000": [23, 41], "f1": [23, 41], "025": [23, 41], "beta": [23, 41], "xo": [23, 41], "yo": [23, 41], "zo": [23, 41], "attractor": [23, 41], "uniform2": [23, 41], "gaussian2": [23, 41], "uniform_mat": [23, 41], "gaussian_mat": [23, 41], "randintegers_mat": [23, 41], "entropyhub_mat": [23, 41], "declar": [23, 41], "halv": [23, 41], "1500": [23, 41], "1024": [23, 41], "numpi": [24, 35, 36, 37, 40], "scipi": 24, "matplotlib": [24, 26, 27, 28, 34], "pyemd": 24, "request": 24, "python3": 24, "python2": 24, "strongli": 24, "pip": 24, "id": [24, 36], "tar": 24, "gz": 24, "repo": 24, "unzip": 24, "termin": 24, "cmd": 24, "mac": 24, "anaconda": 24, "prompt": 24, "setup": 24, "py": 24, "ensur": 24, "up": 24, "setuptool": 24, "upgrad": 24, "abbrevi": 24, "eh": [24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 41], "print": 24, "arrai": [25, 27, 29, 31, 32, 33, 34], "pyplot": [26, 27, 28, 34], "cmap": 26, "00159093": 26, "fig": [27, 28, 34], "scatter": 27, "facecolor": [27, 28, 34], "ax": 27, "add_subplot": 27, "111": 27, "3d": 27, "set_facecolor": 27, "off": [27, 28, 34], "0192821496913216": 28, "_fuzzen": 30, "71828": [30, 32, 33, 34], "kwarg": [30, 31, 32, 33, 34, 38, 39], "_xconden": [30, 34], "_incren": 31, "_sampen": 32, "none": [32, 33, 35, 36, 37], "5564": 32, "842518179468045": 32, "_xapen": 33, "089": 33, "directli": [35, 36, 37], "dir": [35, 36, 37], "four": 35, "tupl": [35, 36, 37], "r\u00e9nyi": 35, "poicar\u00e9": 35, "len": 35, "fftpack": 35, "funtion": [], "mbjx": [38, 39], "ykj": [38, 39], "keywrod": 39, "concis": [40, 41], "exclud": 40, "prefix": 40, "np": 40, "48550": [], "00627": [], "stress": 2, "automat": 2, "respiratori": 2, "talha": 2, "iqbal": 2, "adnan": 2, "elahi": 2, "william": 2, "wijn": 2, "amin": 2, "atif": 2, "shahzad": 2, "privaci": 2, "preserv": 2, "mobil": 2, "activ": 2, "yute": 2, "zhan": 2, "imperi": 2, "colleg": 2, "london": 2, "fast": 2, "prolong": 2, "food": 2, "restrict": 2, "differenti": 2, "gh": 2, "secret": 2, "independ": 2, "receptor": 2, "agrp": 2, "maria": 2, "sousa": 2, "daniela": 2, "gusmao": 2, "willian": 2, "henriqu": 2, "moriya": 2, "felip": 2, "lima": 2, "edward": 2, "john": 2, "kopchick": 2, "jose": 2, "donato": 2, "jr": 2, "neuroendocrinolog": 2, "invas": 2, "waveform": 2, "emerg": 2, "triag": 2, "hemorrhag": 2, "lower": [2, 35, 36, 37], "bodi": 2, "neg": 2, "naimahm": 2, "nesaragi": 2, "lar": 2, "\u00f8ivind": 2, "h\u00f8iseth": 2, "hemin": 2, "ali": 2, "qadir": 2, "leiv": 2, "arn": 2, "rosseland": 2, "per": 2, "steinar": 2, "halvorsen": 2, "ilangko": 2, "balasingham": 2, "earli": 2, "reinforc": 2, "vibrat": 2, "monitor": 2, "wenqin": 2, "zhao": 2, "yaqiong": 2, "lv": 2, "jialun": 2, "carman": 2, "lee": 2, "lei": 2, "tu": 2, "qualiti": 2, "fair": 2, "haddadi": 2, "afra": 2, "mashhadi": 2, "maksim": 2, "belyaev": 2, "yurii": 2, "izotov": 2, "murugappan": 2, "electromyographi": 2, "characterist": 2, "foot": 2, "tap": 2, "forc": 2, "spastic": 2, "sclerosi": 2, "brian": 2, "pribbl": 2, "univers": 2, "oklahoma": 2, "nois": 2, "music": 2, "stimul": 2, "nervou": 2, "mariana": 2, "jacob": 2, "rodrigu": 2, "octavian": 2, "postolach": 2, "francisco": 2, "cerca": 2, "instrument": 2, "brain": 2, "interact": 2, "movement": 2, "challeng": 2, "derek": 2, "monro": 2, "nathaniel": 2, "berri": 2, "fino": 2, "rhea": 2, "impact": 2, "hardwar": 2, "mous": 2, "rest": 2, "magnet": 2, "fmri": 2, "mila": 2, "urosev": 2, "mcgill": 2, "escholarship": 2, "beam": 2, "yongjun": 2, "topolog": 2, "bound": 2, "c\u00e1nova": 2, "adazd": 2, "net": 2, "autom": 2, "adapt": 2, "alzheim": 2, "diseas": 2, "smith": 2, "khare": 2, "rajendra": 2, "acharya": 2, "knowledg": 2, "raw": [], "html": [], "blob": [], "7ca475740f6578bec6db122512051b47e24c7dd4": [], "svg": [], "plumx": [], "plum": [], "visual": [], "research": [], "metricscitationscit": [], "23polici": [], "citat": [], "5usageclick": [], "8abstract": [], "46054download": [], "18412capturesread": [], "237export": [], "4mentionsnew": [], "mention": [], "2refer": [], "1social": [], "mediashar": [], "amp": [], "38tweet": [], "2see": [], "page": [], "super": [], "block": [], "extrahead": [], "script": [], "href": [], "plu": [], "2fjournal": [], "0286707": [], "popup": [], "larg": [], "class": [], "site": [], "hide": [], "waist": [], "gait": 2, "speed": [], "reflect": [], "adult": [], "endblock": [], "bio": 2, "inspir": 2, "perceptron": 2, "neuro": 2, "petr": 2, "boriskov": 2, "putrolaynen": 2, "ensembl": 2, "mental": 2, "varun": 2, "bajaj": 2, "gaikwad": 2, "sinha": 2, "parkinson": 2, "smart": [], "iot": [], "environ": [], "dmitri": 2, "korzun": 2, "bell": [35, 36, 37], "triangular": [35, 36, 37], "trapezoidal1": [35, 36, 37], "trapezoidal2": [35, 36, 37], "z_shape": [35, 36, 37], "constgaussian": [35, 36, 37], "depric": [35, 36, 37], "104833": [35, 36, 37], "104847": [35, 36, 37], "upper": [35, 36, 37], "2r": [35, 36, 37], "trapezoid": [35, 36, 37], "shape": [35, 36, 37], "threshod": [35, 36, 37], "vcp": [35, 37], "ka": [35, 37], "kb": [35, 37], "lake": [35, 37], "p": [35, 37], "griffin": [35, 37], "neonat": [35, 37], "283": [35, 37], "r789": [35, 37], "r797": [35, 37], "overlap": [35, 37], "respecitv": [], "_overlapping_": [], "cp": [35, 37], "underfin": [], "zeroth": [35, 37], "due": [35, 37], "demand": [35, 37], "option": 35, "substanti": [35, 37], "appendix": [35, 37], "region": 2, "schizophrenia": 2, "shunliang": 2, "haifeng": 2, "8th": 2, "icsip": 2, "diven": [38, 39], "divers": [38, 39], "fetal": 2, "matern": 2, "simultan": 2, "ana": 2, "filipa": 2, "soeiro": 2, "gome": 2, "faculdad": 2, "engenharia": 2, "da": 2, "universidad": 2, "porto": 2, "kang": 35, "huan": 35, "guangbin": 35, "568": 35, "125686": 35, "radiolog": 2, "nuclear": 2, "facil": 2, "workplac": 2, "abinash": 2, "chakraborti": 2, "neeraj": 2, "parashar": 2, "dk": 2, "pandei": 2, "pankaj": 2, "uv": 2, "deokar": 2, "jpn": 2, "ssrn": 2, "social": 2, "shervin": 2, "skaria": 2, "sreelatha": 2, "ks": 2, "korean": 2, "pyschiatr": 2, "nurs": 2, "nldyn": 2, "sadegh": 2, "tarek": 2, "rajji": 2, "spectroscopi": 2, "group": 2, "martti": 2, "ilvesm\u00e4ki": 2, "hani": 2, "ferdinando": 2, "noponen": 2, "tapio": 2, "sepp\u00e4nen": 2, "vesa": 2, "korhonen": 2, "kiviniemi": 2, "teemu": 2, "myllyl\u00e4": 2, "authorea": 2, "acceler": 2, "profil": 2, "adolesc": 2, "soccer": 2, "player": 2, "season": 2, "jake": 2, "melaro": 2, "tennesse": 2, "knoxvil": 2, "classifi": 2, "wael": 2, "suliman": 2, "vinayakumar": 2, "ravi": 2, "tencon": 2, "trunk": 2, "swai": 2, "offic": 2, "worker": 2, "With": 2, "chronic": 2, "spinal": 2, "pain": 2, "afonso": 2, "manuel": 2, "caetano": 2, "julio": 2, "repositorio": 2, "nova": 2, "lisboa": 2, "ocular": 2, "trajectori": 2, "kateryna": 2, "oleg": 2, "rangen": [38, 39]}, "objects": {"": [[21, 0, 1, "", "EntropyHub"], [21, 0, 0, "-", "EntropyHub"], [39, 2, 0, "module-0", "EntropyHub"]], "EntropyHub": [[17, 1, 1, "", "ApEn"], [17, 1, 1, "", "AttnEn"], [17, 1, 1, "", "BubbEn"], [17, 1, 1, "", "CoSiEn"], [17, 1, 1, "", "CondEn"], [17, 1, 1, "", "DispEn"], [18, 1, 1, "", "DispEn2D"], [17, 1, 1, "", "DistEn"], [18, 1, 1, "", "DistEn2D"], [17, 1, 1, "", "EnofEn"], [18, 1, 1, "", "EspEn2D"], [17, 1, 1, "", "FuzzEn"], [18, 1, 1, "", "FuzzEn2D"], [17, 1, 1, "", "GridEn"], [17, 1, 1, "", "IncrEn"], [17, 1, 1, "", "K2En"], [20, 1, 1, "", "MSEn"], [21, 1, 1, "", "MSobject"], [17, 1, 1, "", "PermEn"], [18, 1, 1, "", "PermEn2D"], [17, 1, 1, "", "PhasEn"], [17, 1, 1, "", "SampEn"], [18, 1, 1, "", "SampEn2D"], [17, 1, 1, "", "SlopEn"], [17, 1, 1, "", "SpecEn"], [17, 1, 1, "", "SyDyEn"], [19, 1, 1, "", "XApEn"], [19, 1, 1, "", "XCondEn"], [19, 1, 1, "", "XDistEn"], [19, 1, 1, "", "XFuzzEn"], [19, 1, 1, "", "XK2En"], [21, 1, 1, "", "XMSEn"], [19, 1, 1, "", "XPermEn"], [19, 1, 1, "", "XSampEn"], [19, 1, 1, "", "XSpecEn"], [20, 1, 1, "", "cMSEn"], [21, 1, 1, "", "cXMSEn"], [20, 1, 1, "", "hMSEn"], [21, 1, 1, "", "hXMSEn"], [20, 1, 1, "", "rMSEn"], [21, 1, 1, "", "rXMSEn"], [35, 3, 1, "", "ApEn"], [35, 3, 1, "", "AttnEn"], [35, 3, 1, "", "BubbEn"], [35, 3, 1, "", "CoSiEn"], [35, 3, 1, "", "CondEn"], [35, 3, 1, "", "DispEn"], [36, 3, 1, "", "DispEn2D"], [35, 3, 1, "", "DistEn"], [36, 3, 1, "", "DistEn2D"], [35, 3, 1, "", "EnofEn"], [36, 3, 1, "", "EspEn2D"], [35, 3, 1, "", "FuzzEn"], [36, 3, 1, "", "FuzzEn2D"], [35, 3, 1, "", "GridEn"], [35, 3, 1, "", "IncrEn"], [35, 3, 1, "", "K2En"], [38, 3, 1, "", "MSEn"], [39, 3, 1, "", "MSobject"], [35, 3, 1, "", "PermEn"], [36, 3, 1, "", "PermEn2D"], [35, 3, 1, "", "PhasEn"], [35, 3, 1, "", "SampEn"], [36, 3, 1, "", "SampEn2D"], [35, 3, 1, "", "SlopEn"], [35, 3, 1, "", "SpecEn"], [35, 3, 1, "", "SyDyEn"], [37, 3, 1, "", "XApEn"], [37, 3, 1, "", "XCondEn"], [37, 3, 1, "", "XDistEn"], [37, 3, 1, "", "XFuzzEn"], [37, 3, 1, "", "XK2En"], [39, 3, 1, "", "XMSEn"], [37, 3, 1, "", "XPermEn"], [37, 3, 1, "", "XSampEn"], [37, 3, 1, "", "XSpecEn"], [38, 3, 1, "", "cMSEn"], [39, 3, 1, "", "cXMSEn"], [38, 3, 1, "", "hMSEn"], [39, 3, 1, "", "hXMSEn"], [38, 3, 1, "", "rMSEn"], [39, 3, 1, "", "rXMSEn"]]}, "objtypes": {"0": "mat:module", "1": "mat:function", "2": "py:module", "3": "py:function"}, "objnames": {"0": ["mat", "module", "MATLAB module"], "1": ["mat", "function", "MATLAB function"], "2": ["py", "module", "Python module"], "3": ["py", "function", "Python function"]}, "titleterms": {"latest": 0, "updat": 0, "januari": 0, "2023": 2, "novemb": 0, "2022": [0, 2], "juli": 0, "februari": 0, "decemb": 0, "2021": 0, "june": 0, "entropyhub": [1, 2, 3, 4, 5, 6, 22, 24, 40], "an": [1, 3], "open": [1, 3], "sourc": [1, 3], "toolkit": [1, 3], "entrop": [1, 3], "time": [1, 3, 17, 19, 20, 21, 35, 37, 38, 39], "seri": [1, 3, 17, 19, 20, 21, 35, 37, 38, 39], "analysi": [1, 3], "welcom": [1, 3], "about": [1, 3], "document": [1, 3, 4, 6, 23, 24], "help": [1, 3, 4, 6, 24], "citat": [1, 3], "licens": [1, 3], "contact": [1, 3], "public": 2, "list": 2, "research": 2, "articl": 2, "cite": 2, "julia": [4, 5], "requir": [4, 6, 24], "instal": [4, 6, 24], "method": [4, 6, 11, 24, 29], "1": [4, 6, 7, 24, 25], "2": [4, 6, 9, 24, 27], "matlab": [6, 22, 23], "exampl": [7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 23, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 41], "sampl": [7, 14, 25, 32], "entropi": [7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40], "10": [8, 26], "bidimension": [8, 18, 22, 26, 36, 40], "fuzzi": [8, 26], "fine": [9, 27], "grain": [9, 27], "permut": [9, 27], "3": [10, 28], "phase": [10, 28], "w": [10, 11, 28, 29], "pioncar": [10, 28], "plot": [10, 28], "4": [11, 29], "cross": [11, 15, 16, 19, 21, 22, 29, 33, 34, 37, 39, 40], "distribut": [11, 29], "differ": [11, 29], "bin": [11, 29], "5": [12, 22, 30, 40], "multiscal": [12, 13, 14, 15, 16, 20, 21, 22, 30, 31, 32, 33, 34, 38, 39, 40], "object": [12, 30], "msobject": [12, 30], "6": [13, 31], "increment": [13, 31], "7": [14, 32], "refin": [14, 32], "8": [15, 33], "composit": [15, 33], "approxim": [15, 33], "9": [16, 34], "hierarch": [16, 34], "correct": [16, 34], "condit": [16, 34], "base": [17, 22, 35, 40], "function": [17, 18, 19, 20, 21, 22, 35, 36, 37, 38, 39, 40], "estim": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "singl": [17, 35], "univari": [17, 18, 19, 20, 21, 35, 36, 37, 38, 39], "two": [18, 19, 21, 36, 37, 39], "dimension": [18, 36], "matrix": [18, 36], "between": [19, 21, 37, 39], "fall": [22, 40], "categori": [22, 40], "exampledata": [23, 41], "browser": 23, "thing": [23, 41], "TO": [23, 41], "rememb": [23, 41], "python": [24, 40, 41], "2024": [0, 2]}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 6, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 56}}) \ No newline at end of file