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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Bibliographic Details

Published in:	Pattern recognition Vol. 161; p. 111292
Main Authors:	Zhao, Gongpei, Wang, Tao, Jin, Yi, Lang, Congyan, Li, Yidong, Ling, Haibin
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2025
Subjects:	Backpropagation algorithm Deep neural network Forward–Forward algorithm Image classification Deep neural network Backpropagation algorithm Forward–Forward algorithm Image classification
ISSN:	0031-3203
Online Access:	Get full text
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