The Cascaded Forward algorithm for neural network training

Backpropagation (BP) algorithm has played a significant role in the development of deep learning. However, there exist some limitations associated with this algorithm, such as getting stuck in local minima and experiencing vanishing/exploding gradients, which have led to questions about its biologic...

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Veröffentlicht in:	Pattern recognition Jg. 161; S. 111292
Hauptverfasser:	Zhao, Gongpei, Wang, Tao, Jin, Yi, Lang, Congyan, Li, Yidong, Ling, Haibin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.05.2025
Schlagworte:	Backpropagation algorithm Deep neural network Forward–Forward algorithm Image classification Deep neural network Backpropagation algorithm Forward–Forward algorithm Image classification
ISSN:	0031-3203
Online-Zugang:	Volltext
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