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Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide

We realize a device with biological synaptic behaviors by integrating silicon oxide (SiO(x)) resistive switching memory with Si diodes. Minimal synaptic power consumption due to sneak-path current is achieved and the capability for spike-induced synaptic behaviors is demonstrated, representing criti...

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Autores principales: Chang, Yao-Feng, Fowler, Burt, Chen, Ying-Chen, Zhou, Fei, Pan, Chih-Hung, Chang, Ting-Chang, Lee, Jack C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754682/
https://www.ncbi.nlm.nih.gov/pubmed/26880381
http://dx.doi.org/10.1038/srep21268
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author Chang, Yao-Feng
Fowler, Burt
Chen, Ying-Chen
Zhou, Fei
Pan, Chih-Hung
Chang, Ting-Chang
Lee, Jack C.
author_facet Chang, Yao-Feng
Fowler, Burt
Chen, Ying-Chen
Zhou, Fei
Pan, Chih-Hung
Chang, Ting-Chang
Lee, Jack C.
author_sort Chang, Yao-Feng
collection PubMed
description We realize a device with biological synaptic behaviors by integrating silicon oxide (SiO(x)) resistive switching memory with Si diodes. Minimal synaptic power consumption due to sneak-path current is achieved and the capability for spike-induced synaptic behaviors is demonstrated, representing critical milestones for the use of SiO(2)–based materials in future neuromorphic computing applications. Biological synaptic behaviors such as long-term potentiation (LTP), long-term depression (LTD) and spike-timing dependent plasticity (STDP) are demonstrated systematically using a comprehensive analysis of spike-induced waveforms, and represent interesting potential applications for SiO(x)-based resistive switching materials. The resistive switching SET transition is modeled as hydrogen (proton) release from (SiH)(2) to generate the hydrogen bridge defect, and the RESET transition is modeled as an electrochemical reaction (proton capture) that re-forms (SiH)(2). The experimental results suggest a simple, robust approach to realize programmable neuromorphic chips compatible with large-scale CMOS manufacturing technology.
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spelling pubmed-47546822016-02-24 Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide Chang, Yao-Feng Fowler, Burt Chen, Ying-Chen Zhou, Fei Pan, Chih-Hung Chang, Ting-Chang Lee, Jack C. Sci Rep Article We realize a device with biological synaptic behaviors by integrating silicon oxide (SiO(x)) resistive switching memory with Si diodes. Minimal synaptic power consumption due to sneak-path current is achieved and the capability for spike-induced synaptic behaviors is demonstrated, representing critical milestones for the use of SiO(2)–based materials in future neuromorphic computing applications. Biological synaptic behaviors such as long-term potentiation (LTP), long-term depression (LTD) and spike-timing dependent plasticity (STDP) are demonstrated systematically using a comprehensive analysis of spike-induced waveforms, and represent interesting potential applications for SiO(x)-based resistive switching materials. The resistive switching SET transition is modeled as hydrogen (proton) release from (SiH)(2) to generate the hydrogen bridge defect, and the RESET transition is modeled as an electrochemical reaction (proton capture) that re-forms (SiH)(2). The experimental results suggest a simple, robust approach to realize programmable neuromorphic chips compatible with large-scale CMOS manufacturing technology. Nature Publishing Group 2016-02-16 /pmc/articles/PMC4754682/ /pubmed/26880381 http://dx.doi.org/10.1038/srep21268 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Chang, Yao-Feng
Fowler, Burt
Chen, Ying-Chen
Zhou, Fei
Pan, Chih-Hung
Chang, Ting-Chang
Lee, Jack C.
Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide
title Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide
title_full Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide
title_fullStr Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide
title_full_unstemmed Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide
title_short Demonstration of Synaptic Behaviors and Resistive Switching Characterizations by Proton Exchange Reactions in Silicon Oxide
title_sort demonstration of synaptic behaviors and resistive switching characterizations by proton exchange reactions in silicon oxide
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754682/
https://www.ncbi.nlm.nih.gov/pubmed/26880381
http://dx.doi.org/10.1038/srep21268
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