On permutation symmetries of hopfield model neural network

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...

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Bibliographic Details
Main Authors: Jiyang Dong, Shenchu Xu, Zhenxiang Chen, Boxi Wu
Format: Article
Language:English
Published: Hindawi Limited 2001-01-01
Series:Discrete Dynamics in Nature and Society
Subjects:
Online Access:http://dx.doi.org/10.1155/S1026022601000139