A Triple-Memristor Hopfield Neural Network With Space Multistructure Attractors and Space Initial-Offset Behaviors

Memristors have recently demonstrated great promise in constructing memristive neural networks with complex dynamics. This article proposes a memristive Hopfield neural network with three memristive coupling synaptic weights. The complex dynamical behaviors of the triple-memristor Hopfield neural ne...

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Bibliographic Details

Published in:	IEEE transactions on computer-aided design of integrated circuits and systems Vol. 42; no. 12; pp. 4948 - 4958
Main Authors:	Lin, Hairong, Wang, Chunhua, Yu, Fei, Hong, Qinghui, Xu, Cong, Sun, Yichuang
Format:	Journal Article
Language:	English
Published:	New York The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 01.12.2023
Subjects:	Liapunov exponents Memristors Neural networks Poincare maps Pseudorandom
ISSN:	0278-0070, 1937-4151
Online Access:	Get full text
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