Cargando…

An Artificial Synapse Based on CsPbI3 Thin Film

With the data explosion in the intelligent era; the traditional von Neumann computing system is facing great challenges of storage and computing speed. Compared to the neural computing system, the traditional computing system has higher consumption and slower speed. However; the feature size of the...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Jia-Ying, Tang, Xin-Gui, Liu, Qiu-Xiang, Jiang, Yan-Ping, Zhong, Wen-Min, Luo, Fang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8874570/
https://www.ncbi.nlm.nih.gov/pubmed/35208408
http://dx.doi.org/10.3390/mi13020284
_version_ 1784657720090034176
author Chen, Jia-Ying
Tang, Xin-Gui
Liu, Qiu-Xiang
Jiang, Yan-Ping
Zhong, Wen-Min
Luo, Fang
author_facet Chen, Jia-Ying
Tang, Xin-Gui
Liu, Qiu-Xiang
Jiang, Yan-Ping
Zhong, Wen-Min
Luo, Fang
author_sort Chen, Jia-Ying
collection PubMed
description With the data explosion in the intelligent era; the traditional von Neumann computing system is facing great challenges of storage and computing speed. Compared to the neural computing system, the traditional computing system has higher consumption and slower speed. However; the feature size of the chip is limited due to the end of Moore’s Law. An artificial synapse based on halide perovskite CsPbI(3) was fabricated to address these problems. The CsPbI(3) thin film was obtained by a one-step spin-coating method, and the artificial synapse with the structure of Au/CsPbI(3)/ITO exhibited learning and memory behavior similar to biological neurons. In addition, the synaptic plasticity was proven, including short-term synaptic plasticity (STSP) and long-term synaptic plasticity (LTSP). We also discuss the possibility of forming long-term memory in the device through changing input signals.
format Online
Article
Text
id pubmed-8874570
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-88745702022-02-26 An Artificial Synapse Based on CsPbI3 Thin Film Chen, Jia-Ying Tang, Xin-Gui Liu, Qiu-Xiang Jiang, Yan-Ping Zhong, Wen-Min Luo, Fang Micromachines (Basel) Article With the data explosion in the intelligent era; the traditional von Neumann computing system is facing great challenges of storage and computing speed. Compared to the neural computing system, the traditional computing system has higher consumption and slower speed. However; the feature size of the chip is limited due to the end of Moore’s Law. An artificial synapse based on halide perovskite CsPbI(3) was fabricated to address these problems. The CsPbI(3) thin film was obtained by a one-step spin-coating method, and the artificial synapse with the structure of Au/CsPbI(3)/ITO exhibited learning and memory behavior similar to biological neurons. In addition, the synaptic plasticity was proven, including short-term synaptic plasticity (STSP) and long-term synaptic plasticity (LTSP). We also discuss the possibility of forming long-term memory in the device through changing input signals. MDPI 2022-02-10 /pmc/articles/PMC8874570/ /pubmed/35208408 http://dx.doi.org/10.3390/mi13020284 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Chen, Jia-Ying
Tang, Xin-Gui
Liu, Qiu-Xiang
Jiang, Yan-Ping
Zhong, Wen-Min
Luo, Fang
An Artificial Synapse Based on CsPbI3 Thin Film
title An Artificial Synapse Based on CsPbI3 Thin Film
title_full An Artificial Synapse Based on CsPbI3 Thin Film
title_fullStr An Artificial Synapse Based on CsPbI3 Thin Film
title_full_unstemmed An Artificial Synapse Based on CsPbI3 Thin Film
title_short An Artificial Synapse Based on CsPbI3 Thin Film
title_sort artificial synapse based on cspbi3 thin film
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8874570/
https://www.ncbi.nlm.nih.gov/pubmed/35208408
http://dx.doi.org/10.3390/mi13020284
work_keys_str_mv AT chenjiaying anartificialsynapsebasedoncspbi3thinfilm
AT tangxingui anartificialsynapsebasedoncspbi3thinfilm
AT liuqiuxiang anartificialsynapsebasedoncspbi3thinfilm
AT jiangyanping anartificialsynapsebasedoncspbi3thinfilm
AT zhongwenmin anartificialsynapsebasedoncspbi3thinfilm
AT luofang anartificialsynapsebasedoncspbi3thinfilm
AT chenjiaying artificialsynapsebasedoncspbi3thinfilm
AT tangxingui artificialsynapsebasedoncspbi3thinfilm
AT liuqiuxiang artificialsynapsebasedoncspbi3thinfilm
AT jiangyanping artificialsynapsebasedoncspbi3thinfilm
AT zhongwenmin artificialsynapsebasedoncspbi3thinfilm
AT luofang artificialsynapsebasedoncspbi3thinfilm