On permutation symmetries of hopfield model neural network

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	On permutation symmetries of hopfield model neural network
	JIYANG DONG ; SHENCHU XU ; ZHENXIANG CHEN ; BOXI WU ; Dong JY(董继扬)
刊名	http://dx.doi.org/10.1155/S1026022601000139
	2001
关键词	ASSOCIATIVE MEMORY STABILITY DYNAMICS
英文摘要	Discrete Hopfield neural network (DHNN) is studied by performing permutation operations on the synaptic weight matrix. The storable patterns set stored with Hebbian learning algorithm in a network without losing memories is studied, and a condition which makes sure all the patterns of the storable patterns set have a same basin size of attraction is proposed. Then, the permutation symmetries of the network are studied associating with the stored patterns set. A construction of the storable patterns set satisfying that condition is achieved by consideration of their invariance under a point group.
语种	英语
内容类型	期刊论文
源URL	[http://dspace.xmu.edu.cn/handle/2288/69782]
专题	物理技术－已发表论文
推荐引用方式 GB/T 7714	JIYANG DONG,SHENCHU XU,ZHENXIANG CHEN,et al. On permutation symmetries of hopfield model neural network[J]. http://dx.doi.org/10.1155/S1026022601000139,2001.
APA	JIYANG DONG,SHENCHU XU,ZHENXIANG CHEN,BOXI WU,&董继扬.(2001).On permutation symmetries of hopfield model neural network.http://dx.doi.org/10.1155/S1026022601000139.
MLA	JIYANG DONG,et al."On permutation symmetries of hopfield model neural network".http://dx.doi.org/10.1155/S1026022601000139 (2001).