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A fast learning algorithm for deep belief nets #957

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junxnone opened this issue Mar 31, 2021 · 0 comments

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Paper

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junxnone commented Mar 31, 2021 •

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Reference

[DBN] A fast learning algorithm for deep belief nets[Paper] [Code]
深度信念网络（DBN）
深度信念网络（DBN）

Brief

DBN - Deep Belief Network - 深度信念网络
- DBN = RBM * N
存在问题
- 慢
- 局部最优

Motivation

背景/存在的问题
做了什么尝试/分别有什么效果
应用领域

Term	Description
BM/玻尔兹曼机/Boltzmann Machines
RBM/受限玻尔兹曼机/Restricted Boltzmann Machines
DBN/深度信念网络/Deep Belief Network

BM	RBM	DBN

Arch

Evaluation

Tricks

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