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Entropy learning in neural network

In this paper, entropy term is used in the learning phase of a neural network. As learning progresses, more hidden nodes get into saturation. The early creation of such hidden nodes may impair generalisation. Hence entropy approach is proposed to dampen the early creation of such nodes. The entropy...

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书目详细资料
Main Authors:	Geok, See Ng, Shi, Daming, Abdul Rahman, Abdul Wahab, Singh, H.
格式:	Article
语言:	English
出版:	ASEAN Committee on Science and Technology 2003
主题:	T Technology (General)
在线阅读:	http://irep.iium.edu.my/38199/1/ENTROPY_LEARNING_IN_NEURAL_NETWORK.pdf http://irep.iium.edu.my/38199/ http://astnet.asean.org/index.php?name=Main&file=content&cid=32
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