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The Generalized Hopfield Network And Associative Memory

Ma Jinwen Institute of Mathematics;Shantou University Shantou;Guangdoug;515063

  This paper summarizes a series of our researches on the generalized Hopfield network for associative memory.Firstly,the stability of the generalized Hopfield network is described.Then the memory capacity of the generalized Hopfield network is discussed and a lower and an upper bounds of it are given.Finally,a learning algorithm referred to as the object perceptron learning algorithm is proposed on the generalized Hopfield network for associative memory.……