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On the dynamics of a Recurrent Hopfield Network

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Details

Original languageEnglish
Title of host publication2015 International Joint Conference on Neural Networks (IJCNN)
PublisherIEEE
Pages1-8
Number of pages8
ISBN (Print)978-1-4799-1959-8
DOIs
Publication statusPublished - 1 Jul 2015
Publication typeA4 Article in a conference publication
EventInternational Joint Conference on Neural Networks -
Duration: 1 Jan 1900 → …

Conference

ConferenceInternational Joint Conference on Neural Networks
Period1/01/00 → …

Abstract

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.

Keywords

  • Hopfield neural nets, energy landscape, layered RHNN, parallel modes, real/complex valued recurrent Hopfield neural network, recurrent Hopfield network dynamics, Artificial neural networks, Associative memory, Biological system modeling, Hopfield neural networks

Publication forum classification

Field of science, Statistics Finland