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Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory

Memristor-based Pavlov associative memory circuit presented today only realizes the simple condition reflex process. The secondary condition reflex endows the simple condition reflex process with more bionic, but it is only demonstrated in design and involves the large number of redundant circuits....

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Detalles Bibliográficos
Autores principales: Zhou, Guangdong, Ji, Xiaoye, Li, Jie, Zhou, Feichi, Dong, Zhekang, Yan, Bingtao, Sun, Bai, Wang, Wenhua, Hu, Xiaofang, Song, Qunliang, Wang, Lidan, Duan, Shukai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574501/
https://www.ncbi.nlm.nih.gov/pubmed/36262310
http://dx.doi.org/10.1016/j.isci.2022.105240
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author Zhou, Guangdong
Ji, Xiaoye
Li, Jie
Zhou, Feichi
Dong, Zhekang
Yan, Bingtao
Sun, Bai
Wang, Wenhua
Hu, Xiaofang
Song, Qunliang
Wang, Lidan
Duan, Shukai
author_facet Zhou, Guangdong
Ji, Xiaoye
Li, Jie
Zhou, Feichi
Dong, Zhekang
Yan, Bingtao
Sun, Bai
Wang, Wenhua
Hu, Xiaofang
Song, Qunliang
Wang, Lidan
Duan, Shukai
author_sort Zhou, Guangdong
collection PubMed
description Memristor-based Pavlov associative memory circuit presented today only realizes the simple condition reflex process. The secondary condition reflex endows the simple condition reflex process with more bionic, but it is only demonstrated in design and involves the large number of redundant circuits. A FeO(x)-based memristor exhibits an evolution process from battery-like capacitance (BLC) state to resistive switching (RS) memory as the I-V sweeping increase. The BLC is triggered by the active metal ion and hydroxide ion originated from water molecule splitting at different interfaces, while the RS memory behavior is dominated by the diffusion and migration of ion in the FeO(x) switching function layer. The evolution processes share the nearly same biophysical mechanism with the second-order conditioning. It enables a hardware-implemented second-order associative memory circuit to be feasible and simple. This work provides a novel path to realize the associative memory circuit with the second-order conditioning at hardware level.
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spelling pubmed-95745012022-10-18 Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory Zhou, Guangdong Ji, Xiaoye Li, Jie Zhou, Feichi Dong, Zhekang Yan, Bingtao Sun, Bai Wang, Wenhua Hu, Xiaofang Song, Qunliang Wang, Lidan Duan, Shukai iScience Article Memristor-based Pavlov associative memory circuit presented today only realizes the simple condition reflex process. The secondary condition reflex endows the simple condition reflex process with more bionic, but it is only demonstrated in design and involves the large number of redundant circuits. A FeO(x)-based memristor exhibits an evolution process from battery-like capacitance (BLC) state to resistive switching (RS) memory as the I-V sweeping increase. The BLC is triggered by the active metal ion and hydroxide ion originated from water molecule splitting at different interfaces, while the RS memory behavior is dominated by the diffusion and migration of ion in the FeO(x) switching function layer. The evolution processes share the nearly same biophysical mechanism with the second-order conditioning. It enables a hardware-implemented second-order associative memory circuit to be feasible and simple. This work provides a novel path to realize the associative memory circuit with the second-order conditioning at hardware level. Elsevier 2022-09-28 /pmc/articles/PMC9574501/ /pubmed/36262310 http://dx.doi.org/10.1016/j.isci.2022.105240 Text en © 2022. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Zhou, Guangdong
Ji, Xiaoye
Li, Jie
Zhou, Feichi
Dong, Zhekang
Yan, Bingtao
Sun, Bai
Wang, Wenhua
Hu, Xiaofang
Song, Qunliang
Wang, Lidan
Duan, Shukai
Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory
title Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory
title_full Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory
title_fullStr Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory
title_full_unstemmed Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory
title_short Second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory
title_sort second-order associative memory circuit hardware implemented by the evolution from battery-like capacitance to resistive switching memory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574501/
https://www.ncbi.nlm.nih.gov/pubmed/36262310
http://dx.doi.org/10.1016/j.isci.2022.105240
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