Title :
On the dynamics of a Recurrent Hopfield Network
Author :
Rama Garimella;Berkay Kicanaoglu;Moncef Gabbouj
Author_Institution :
Department of Signal Processing, Tampere University of Technology, Finland
fDate :
7/1/2015 12:00:00 AM
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 :
"Artificial neural networks","Associative memory","Hopfield neural networks","Biological system modeling"
Conference_Titel :
Neural Networks (IJCNN), 2015 International Joint Conference on
Electronic_ISBN :
2161-4407
DOI :
10.1109/IJCNN.2015.7280504
