Multifunctional Ag–In–Zn–S/Cs 3 Cu 2 Cl 5 ‐Based Memristors with Coexistence of Non‐Volatile Memory and Volatile Threshold Switching Behaviors for Neuroinspired Computing
Lead‐free all‐inorganic Cs 3 Cu 2 Cl 5 perovskites, a member of the metal‐metal halide material family, have attracted pronounced attention owing to their low toxicity, facile fabrication strategies, considerable ambient stability, and intriguing photoelectric properties. However, the application of...
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creator | He, Nan Ye, Fan Liu, Jun Sun, Tianlong Wang, Xinpeng Hou, Wenjie Shao, Weijing Wan, Xiang Tong, Yi Xu, Feng Sheng, Yang |
description | Lead‐free all‐inorganic Cs
3
Cu
2
Cl
5
perovskites, a member of the metal‐metal halide material family, have attracted pronounced attention owing to their low toxicity, facile fabrication strategies, considerable ambient stability, and intriguing photoelectric properties. However, the application of environmentally friendly copper‐based Cs
3
Cu
2
Cl
5
in memristors has been rarely reported to the authors’ knowledge. Herein, multifunctional memristors with the coexistence of non‐volatile memory (MS) and volatile threshold switching (TS) behaviors are introduced based on an innovative Ag–In–Zn–S/Cs
3
Cu
2
Cl
5
heterostructure. The inserted Ag–In–Zn–S quantum dots layer may provide an effective method for guiding the formation of the dominant metallic Ag filaments, resulting in considerably stable and controllable multiple switching behaviors. Additionally, the heterostructure memristor is capable of imitating some essential biological synaptic functions, including long‐term potentiation (LTP), long‐term depression (LTD), and the short‐term memory (STM) to long‐term memory (LTM) transition. Furthermore, the famous conditioning Pavlov's dog experiment corresponding to associative learning is electronically simulated by the studied device. Moreover, utilizing the devices’ LTP and LTD properties, relatively high recognition accuracies for small and large digits datasets are achieved through a three‐layer artificial neural network, revealing the feasibility of implementing neuromorphic computation using heterostructure memristors. |
doi_str_mv | 10.1002/aelm.202201038 |
format | Article |
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3
Cu
2
Cl
5
perovskites, a member of the metal‐metal halide material family, have attracted pronounced attention owing to their low toxicity, facile fabrication strategies, considerable ambient stability, and intriguing photoelectric properties. However, the application of environmentally friendly copper‐based Cs
3
Cu
2
Cl
5
in memristors has been rarely reported to the authors’ knowledge. Herein, multifunctional memristors with the coexistence of non‐volatile memory (MS) and volatile threshold switching (TS) behaviors are introduced based on an innovative Ag–In–Zn–S/Cs
3
Cu
2
Cl
5
heterostructure. The inserted Ag–In–Zn–S quantum dots layer may provide an effective method for guiding the formation of the dominant metallic Ag filaments, resulting in considerably stable and controllable multiple switching behaviors. Additionally, the heterostructure memristor is capable of imitating some essential biological synaptic functions, including long‐term potentiation (LTP), long‐term depression (LTD), and the short‐term memory (STM) to long‐term memory (LTM) transition. Furthermore, the famous conditioning Pavlov's dog experiment corresponding to associative learning is electronically simulated by the studied device. Moreover, utilizing the devices’ LTP and LTD properties, relatively high recognition accuracies for small and large digits datasets are achieved through a three‐layer artificial neural network, revealing the feasibility of implementing neuromorphic computation using heterostructure memristors.</description><identifier>ISSN: 2199-160X</identifier><identifier>EISSN: 2199-160X</identifier><identifier>DOI: 10.1002/aelm.202201038</identifier><language>eng</language><ispartof>Advanced electronic materials, 2023-03, Vol.9 (3)</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c848-dedebce805e9f6d2815055468bc01d76179dc4edb58566262c147a5b9bc474da3</citedby><cites>FETCH-LOGICAL-c848-dedebce805e9f6d2815055468bc01d76179dc4edb58566262c147a5b9bc474da3</cites><orcidid>0000-0001-8146-3549 ; 0000-0002-8885-2907</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,864,27923,27924</link.rule.ids></links><search><creatorcontrib>He, Nan</creatorcontrib><creatorcontrib>Ye, Fan</creatorcontrib><creatorcontrib>Liu, Jun</creatorcontrib><creatorcontrib>Sun, Tianlong</creatorcontrib><creatorcontrib>Wang, Xinpeng</creatorcontrib><creatorcontrib>Hou, Wenjie</creatorcontrib><creatorcontrib>Shao, Weijing</creatorcontrib><creatorcontrib>Wan, Xiang</creatorcontrib><creatorcontrib>Tong, Yi</creatorcontrib><creatorcontrib>Xu, Feng</creatorcontrib><creatorcontrib>Sheng, Yang</creatorcontrib><title>Multifunctional Ag–In–Zn–S/Cs 3 Cu 2 Cl 5 ‐Based Memristors with Coexistence of Non‐Volatile Memory and Volatile Threshold Switching Behaviors for Neuroinspired Computing</title><title>Advanced electronic materials</title><description>Lead‐free all‐inorganic Cs
3
Cu
2
Cl
5
perovskites, a member of the metal‐metal halide material family, have attracted pronounced attention owing to their low toxicity, facile fabrication strategies, considerable ambient stability, and intriguing photoelectric properties. However, the application of environmentally friendly copper‐based Cs
3
Cu
2
Cl
5
in memristors has been rarely reported to the authors’ knowledge. Herein, multifunctional memristors with the coexistence of non‐volatile memory (MS) and volatile threshold switching (TS) behaviors are introduced based on an innovative Ag–In–Zn–S/Cs
3
Cu
2
Cl
5
heterostructure. The inserted Ag–In–Zn–S quantum dots layer may provide an effective method for guiding the formation of the dominant metallic Ag filaments, resulting in considerably stable and controllable multiple switching behaviors. Additionally, the heterostructure memristor is capable of imitating some essential biological synaptic functions, including long‐term potentiation (LTP), long‐term depression (LTD), and the short‐term memory (STM) to long‐term memory (LTM) transition. Furthermore, the famous conditioning Pavlov's dog experiment corresponding to associative learning is electronically simulated by the studied device. Moreover, utilizing the devices’ LTP and LTD properties, relatively high recognition accuracies for small and large digits datasets are achieved through a three‐layer artificial neural network, revealing the feasibility of implementing neuromorphic computation using heterostructure memristors.</description><issn>2199-160X</issn><issn>2199-160X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNpNkMtKw0AUhoMoWKpb1-cF2s5MMrks2-ClUHXRIuImTGZOmpE0U2YStbs-QsFX8Yl8EhOU4uY_F_7zHfg974qSMSWETQRWmzEjjBFK_PjEGzCaJCMakufTf_25d-ncKyGERqEfcH_gfd23VaOLtpaNNrWoYLr-3n_O605eellOUgc-pC0wSCvg8L0_zIRDBfe4sdo1xjp4100JqcGPbsZaIpgCHkx3fngylWh0hb3b2B2IWsFxtyotutJUCpYdQZa6XsMMS_Gme2hhLDxga42u3Vbb7mNqNtu26VwX3lkhKoeXf3XorW6uV-ndaPF4O0-ni5GMg3ikUGEuMSYckyJULKaccB6EcS4JVVFIo0TJAFXOYx6GLGSSBpHgeZLLIAqU8Ife-BcrrXHOYpFtrd4Iu8soyfrUsz717Ji6_wObdH1p</recordid><startdate>202303</startdate><enddate>202303</enddate><creator>He, Nan</creator><creator>Ye, Fan</creator><creator>Liu, Jun</creator><creator>Sun, Tianlong</creator><creator>Wang, Xinpeng</creator><creator>Hou, Wenjie</creator><creator>Shao, Weijing</creator><creator>Wan, Xiang</creator><creator>Tong, Yi</creator><creator>Xu, Feng</creator><creator>Sheng, Yang</creator><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-8146-3549</orcidid><orcidid>https://orcid.org/0000-0002-8885-2907</orcidid></search><sort><creationdate>202303</creationdate><title>Multifunctional Ag–In–Zn–S/Cs 3 Cu 2 Cl 5 ‐Based Memristors with Coexistence of Non‐Volatile Memory and Volatile Threshold Switching Behaviors for Neuroinspired Computing</title><author>He, Nan ; Ye, Fan ; Liu, Jun ; Sun, Tianlong ; Wang, Xinpeng ; Hou, Wenjie ; Shao, Weijing ; Wan, Xiang ; Tong, Yi ; Xu, Feng ; Sheng, Yang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c848-dedebce805e9f6d2815055468bc01d76179dc4edb58566262c147a5b9bc474da3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>He, Nan</creatorcontrib><creatorcontrib>Ye, Fan</creatorcontrib><creatorcontrib>Liu, Jun</creatorcontrib><creatorcontrib>Sun, Tianlong</creatorcontrib><creatorcontrib>Wang, Xinpeng</creatorcontrib><creatorcontrib>Hou, Wenjie</creatorcontrib><creatorcontrib>Shao, Weijing</creatorcontrib><creatorcontrib>Wan, Xiang</creatorcontrib><creatorcontrib>Tong, Yi</creatorcontrib><creatorcontrib>Xu, Feng</creatorcontrib><creatorcontrib>Sheng, Yang</creatorcontrib><collection>CrossRef</collection><jtitle>Advanced electronic materials</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>He, Nan</au><au>Ye, Fan</au><au>Liu, Jun</au><au>Sun, Tianlong</au><au>Wang, Xinpeng</au><au>Hou, Wenjie</au><au>Shao, Weijing</au><au>Wan, Xiang</au><au>Tong, Yi</au><au>Xu, Feng</au><au>Sheng, Yang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multifunctional Ag–In–Zn–S/Cs 3 Cu 2 Cl 5 ‐Based Memristors with Coexistence of Non‐Volatile Memory and Volatile Threshold Switching Behaviors for Neuroinspired Computing</atitle><jtitle>Advanced electronic materials</jtitle><date>2023-03</date><risdate>2023</risdate><volume>9</volume><issue>3</issue><issn>2199-160X</issn><eissn>2199-160X</eissn><abstract>Lead‐free all‐inorganic Cs
3
Cu
2
Cl
5
perovskites, a member of the metal‐metal halide material family, have attracted pronounced attention owing to their low toxicity, facile fabrication strategies, considerable ambient stability, and intriguing photoelectric properties. However, the application of environmentally friendly copper‐based Cs
3
Cu
2
Cl
5
in memristors has been rarely reported to the authors’ knowledge. Herein, multifunctional memristors with the coexistence of non‐volatile memory (MS) and volatile threshold switching (TS) behaviors are introduced based on an innovative Ag–In–Zn–S/Cs
3
Cu
2
Cl
5
heterostructure. The inserted Ag–In–Zn–S quantum dots layer may provide an effective method for guiding the formation of the dominant metallic Ag filaments, resulting in considerably stable and controllable multiple switching behaviors. Additionally, the heterostructure memristor is capable of imitating some essential biological synaptic functions, including long‐term potentiation (LTP), long‐term depression (LTD), and the short‐term memory (STM) to long‐term memory (LTM) transition. Furthermore, the famous conditioning Pavlov's dog experiment corresponding to associative learning is electronically simulated by the studied device. Moreover, utilizing the devices’ LTP and LTD properties, relatively high recognition accuracies for small and large digits datasets are achieved through a three‐layer artificial neural network, revealing the feasibility of implementing neuromorphic computation using heterostructure memristors.</abstract><doi>10.1002/aelm.202201038</doi><orcidid>https://orcid.org/0000-0001-8146-3549</orcidid><orcidid>https://orcid.org/0000-0002-8885-2907</orcidid></addata></record> |
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title | Multifunctional Ag–In–Zn–S/Cs 3 Cu 2 Cl 5 ‐Based Memristors with Coexistence of Non‐Volatile Memory and Volatile Threshold Switching Behaviors for Neuroinspired Computing |
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