On the Dynamics of a Recurrent Hopfield Network

Rama Garimella,Berkay Kicanaoglu,Moncef Gabbouj

2015 International Joint Conference on Neural Networks (IJCNN)（2015）

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摘要

In this research paper novel real/complex valued recurrent Hopfield Neural Network (RHNN) is proposed. The method of synthesizing the energy landscape of such a network and the experimental investigation of dynamics of Recurrent Hopfield Network is discussed. Parallel modes of operation (other than fully parallel mode) in layered RHNN is proposed. Also, certain potential applications are proposed.

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关键词

real/complex valued recurrent Hopfield neural network,energy landscape,recurrent Hopfield network dynamics,parallel modes,layered RHNN

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