Dynamics about Neural Array with Simple Lateral Inhibitory Connections

作     者：Jian ZHUANG 

作者机构：Department of Statistics School of Economics Anhui University of Technology Maanshan 243000 Anhui China 

出 版 物：《Chinese Annals of Mathematics,Series B》 (数学年刊（B辑英文版）)

年 卷 期：2011年第32卷第2期

页      面：161-186页

核心收录：

学科分类：0710[理学-生物学] 07[理学] 08[工学] 071006[理学-神经生物学] 0701[理学-数学] 081202[工学-计算机软件与理论] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

主　　题：Simple lateral inhibitory connections Spatial sparse coding Spatial sparse pattern Neural array 

摘      要：Lateral inhibitory effect is a well-known feature of information processing in neural *** paper presents a neural array model with simple lateral inhibitory *** detailed examining into the dynamics of this kind of neural array,the author gives the sufficient conditions under which the outputs of the network will tend to a special stable pattern called spatial sparse pattern in which if the output of a neuron is 1,then the outputs of the neurons in its neighborhood are *** ability called spatial sparse coding plays an important role in self-coding,self-organization and associative memory for patterns and pattern *** main conclusions about the dynamics of this kind of neural array which is related to spatial sparse coding are introduced.