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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....
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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. |
format | Online Article Text |
id | pubmed-9574501 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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