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Ultrafast Synaptic Events in a Chalcogenide Memristor

Compact and power-efficient plastic electronic synapses are of fundamental importance to overcoming the bottlenecks of developing a neuromorphic chip. Memristor is a strong contender among the various electronic synapses in existence today. However, the speeds of synaptic events are relatively slow...

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Autores principales: Li, Yi, Zhong, Yingpeng, Xu, Lei, Zhang, Jinjian, Xu, Xiaohua, Sun, Huajun, Miao, Xiangshui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3619133/
https://www.ncbi.nlm.nih.gov/pubmed/23563810
http://dx.doi.org/10.1038/srep01619
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author Li, Yi
Zhong, Yingpeng
Xu, Lei
Zhang, Jinjian
Xu, Xiaohua
Sun, Huajun
Miao, Xiangshui
author_facet Li, Yi
Zhong, Yingpeng
Xu, Lei
Zhang, Jinjian
Xu, Xiaohua
Sun, Huajun
Miao, Xiangshui
author_sort Li, Yi
collection PubMed
description Compact and power-efficient plastic electronic synapses are of fundamental importance to overcoming the bottlenecks of developing a neuromorphic chip. Memristor is a strong contender among the various electronic synapses in existence today. However, the speeds of synaptic events are relatively slow in most attempts at emulating synapses due to the material-related mechanism. Here we revealed the intrinsic memristance of stoichiometric crystalline Ge(2)Sb(2)Te(5) that originates from the charge trapping and releasing by the defects. The device resistance states, representing synaptic weights, were precisely modulated by 30 ns potentiating/depressing electrical pulses. We demonstrated four spike-timing-dependent plasticity (STDP) forms by applying programmed pre- and postsynaptic spiking pulse pairs in different time windows ranging from 50 ms down to 500 ns, the latter of which is 10(5) times faster than the speed of STDP in human brain. This study provides new opportunities for building ultrafast neuromorphic computing systems and surpassing Von Neumann architecture.
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spelling pubmed-36191332013-04-09 Ultrafast Synaptic Events in a Chalcogenide Memristor Li, Yi Zhong, Yingpeng Xu, Lei Zhang, Jinjian Xu, Xiaohua Sun, Huajun Miao, Xiangshui Sci Rep Article Compact and power-efficient plastic electronic synapses are of fundamental importance to overcoming the bottlenecks of developing a neuromorphic chip. Memristor is a strong contender among the various electronic synapses in existence today. However, the speeds of synaptic events are relatively slow in most attempts at emulating synapses due to the material-related mechanism. Here we revealed the intrinsic memristance of stoichiometric crystalline Ge(2)Sb(2)Te(5) that originates from the charge trapping and releasing by the defects. The device resistance states, representing synaptic weights, were precisely modulated by 30 ns potentiating/depressing electrical pulses. We demonstrated four spike-timing-dependent plasticity (STDP) forms by applying programmed pre- and postsynaptic spiking pulse pairs in different time windows ranging from 50 ms down to 500 ns, the latter of which is 10(5) times faster than the speed of STDP in human brain. This study provides new opportunities for building ultrafast neuromorphic computing systems and surpassing Von Neumann architecture. Nature Publishing Group 2013-04-08 /pmc/articles/PMC3619133/ /pubmed/23563810 http://dx.doi.org/10.1038/srep01619 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/
spellingShingle Article
Li, Yi
Zhong, Yingpeng
Xu, Lei
Zhang, Jinjian
Xu, Xiaohua
Sun, Huajun
Miao, Xiangshui
Ultrafast Synaptic Events in a Chalcogenide Memristor
title Ultrafast Synaptic Events in a Chalcogenide Memristor
title_full Ultrafast Synaptic Events in a Chalcogenide Memristor
title_fullStr Ultrafast Synaptic Events in a Chalcogenide Memristor
title_full_unstemmed Ultrafast Synaptic Events in a Chalcogenide Memristor
title_short Ultrafast Synaptic Events in a Chalcogenide Memristor
title_sort ultrafast synaptic events in a chalcogenide memristor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3619133/
https://www.ncbi.nlm.nih.gov/pubmed/23563810
http://dx.doi.org/10.1038/srep01619
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