THE STABILITY OF THE 2(N)-ELEMENT NUMBER NEURAL-NETWORK MODELS

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	THE STABILITY OF THE 2(N)-ELEMENT NUMBER NEURAL-NETWORK MODELS
	Chen, Z. X. ; Shuai, J. W. ; Liu, R. T. ; Wu, B. X. ; Shuai JW(帅建伟)
刊名	http://dx.doi.org/10.1016/0378-4371(95)00128-T
	1995-09-01
关键词	NEURONS
英文摘要	In this paper, we defined a energy function for the 2''-element number neural network models with n < 3. It is proved that the memorized patterns are local minima of the energy function. In the case of random purely sequential dynamics, the energy of the network decreases monotonically with time and so the nonlinear 2''-element number neural network with n < 3 must end up in a state of equilibrium, which is stable against changes in the state of any single neuron.
语种	英语
内容类型	期刊论文
源URL	[http://dspace.xmu.edu.cn/handle/2288/69044]
专题	物理技术－已发表论文
推荐引用方式 GB/T 7714	Chen, Z. X.,Shuai, J. W.,Liu, R. T.,et al. THE STABILITY OF THE 2(N)-ELEMENT NUMBER NEURAL-NETWORK MODELS[J]. http://dx.doi.org/10.1016/0378-4371(95)00128-T,1995.
APA	Chen, Z. X.,Shuai, J. W.,Liu, R. T.,Wu, B. X.,&帅建伟.(1995).THE STABILITY OF THE 2(N)-ELEMENT NUMBER NEURAL-NETWORK MODELS.http://dx.doi.org/10.1016/0378-4371(95)00128-T.
MLA	Chen, Z. X.,et al."THE STABILITY OF THE 2(N)-ELEMENT NUMBER NEURAL-NETWORK MODELS".http://dx.doi.org/10.1016/0378-4371(95)00128-T (1995).