From f0c1a717a78d98ec11a38c24af1877333eac7cbc Mon Sep 17 00:00:00 2001 From: MartinuzziFrancesco Date: Mon, 6 Jan 2025 17:19:41 +0100 Subject: [PATCH] removing scholarperdia link from docs --- docs/Project.toml | 2 +- docs/src/general/states_variation.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/Project.toml b/docs/Project.toml index d193484f..d372c202 100644 --- a/docs/Project.toml +++ b/docs/Project.toml @@ -11,7 +11,7 @@ ReservoirComputing = "7c2d2b1e-3dd4-11ea-355a-8f6a8116e294" StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91" [compat] -CellularAutomata = "0.0.4" +CellularAutomata = "0.0.2" DifferentialEquations = "7.15.0" Documenter = "1" OrdinaryDiffEq = "6" diff --git a/docs/src/general/states_variation.md b/docs/src/general/states_variation.md index 915d6c8a..e5767a24 100644 --- a/docs/src/general/states_variation.md +++ b/docs/src/general/states_variation.md @@ -6,7 +6,7 @@ In ReservoirComputing models, it's possible to perform alterations on the reserv ### Extending States -Extending the states involves appending the corresponding input values to the reservoir states. If $\textbf{x}(t)$ represents the reservoir state at time $t$ corresponding to the input $\textbf{u}(t)$, the extended state is represented as $[\textbf{x}(t); \textbf{u}(t)]$, where $[;]$ denotes vertical concatenation. This procedure is commonly used in Echo State Networks and is described in [Jaeger's Scholarpedia](http://www.scholarpedia.org/article/Echo_state_network). You can extend the states in every ReservoirComputing.jl model by using the `states_type` keyword argument and calling the `ExtendedStates()` method. No additional arguments are needed. +Extending the states involves appending the corresponding input values to the reservoir states. If $\textbf{x}(t)$ represents the reservoir state at time $t$ corresponding to the input $\textbf{u}(t)$, the extended state is represented as $[\textbf{x}(t); \textbf{u}(t)]$, where $[;]$ denotes vertical concatenation. This procedure is commonly used in Echo State Networks. You can extend the states in every ReservoirComputing.jl model by using the `states_type` keyword argument and calling the `ExtendedStates()` method. No additional arguments are needed. ### Padding States