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Memristor Neural Network Circuit Based on Operant Conditioning With Immediacy and Satiety | IEEE Journals & Magazine | IEEE Xplore

Memristor Neural Network Circuit Based on Operant Conditioning With Immediacy and Satiety


Abstract:

Most of the operant conditioning only consider the basic theory, but the influencing factors such as immediacy and satiety are ignored. In this paper, a memristor neural ...Show More

Abstract:

Most of the operant conditioning only consider the basic theory, but the influencing factors such as immediacy and satiety are ignored. In this paper, a memristor neural network circuit based on operant conditioning with immediacy and satiety is proposed. The designed circuit is mainly composed of voltage control modules, synapse modules and promotion-suppression modules. The various processes of operant conditioning theory are realized. The relationship between positive reward and negative punishment is implemented through promotion-suppression modules and synapse modules. The influence of immediacy on operant conditioning is achieved through voltage control module. The effect of satiety on operant conditioning is discussed using memristive non-volatility. The study of operant conditioning may provide a reference for smarter brain-like nerves.
Published in: IEEE Transactions on Biomedical Circuits and Systems ( Volume: 16, Issue: 6, December 2022)
Page(s): 1095 - 1105
Date of Publication: 20 October 2022

ISSN Information:

PubMed ID: 36264735

Funding Agency:


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