Design and Analysis of Multiscroll Memristive Hopfield Neural Network With Adjustable Memductance and Application to Image Encryption

Lai, Qiang; Wan, Zhiqiang; Zhang, Hui; Chen, Guanrong

doi:10.1109/tnnls.2022.3146570

Public

Design and Analysis of Multiscroll Memristive Hopfield Neural Network With Adjustable Memductance and Application to Image Encryption

Published in IEEE Transactions on Neural Networks and Learning Systems • Feb 10, 2022

Authors:

Qiang Lai

Zhiqiang Wan

Hui Zhang

Abstract

Memristor is an ideal electronic device used as an artificial nerve synapse due to its unique memory function. This article presents a design of a new Hopfield neural network (HNN) that can generate multiscroll attractors by utilizing a new memristor as a synapse in the HNN. Differing from the other...

Subject

Memristor

Multistability

Artificial neural network

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