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Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer

Multiplexing is essential for technologies that require processing of a large amount of information in real time. Here, we present an artificial synaptic multiplexing unit capable of realizing parallel multi-input control system. Ion gel was used as a dielectric layer of the artificial synaptic mult...

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Autores principales: Ho, Dong Hae, Roe, Dong Gue, Choi, Yoon Young, Kim, Seongchan, Choi, Young Jin, Kim, Do Hwan, Jo, Sae Byeok, Cho, Jeong Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9217087/
https://www.ncbi.nlm.nih.gov/pubmed/35731885
http://dx.doi.org/10.1126/sciadv.abn1838
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author Ho, Dong Hae
Roe, Dong Gue
Choi, Yoon Young
Kim, Seongchan
Choi, Young Jin
Kim, Do Hwan
Jo, Sae Byeok
Cho, Jeong Ho
author_facet Ho, Dong Hae
Roe, Dong Gue
Choi, Yoon Young
Kim, Seongchan
Choi, Young Jin
Kim, Do Hwan
Jo, Sae Byeok
Cho, Jeong Ho
author_sort Ho, Dong Hae
collection PubMed
description Multiplexing is essential for technologies that require processing of a large amount of information in real time. Here, we present an artificial synaptic multiplexing unit capable of realizing parallel multi-input control system. Ion gel was used as a dielectric layer of the artificial synaptic multiplexing unit because of its ionic property, allowing multigating for parallel input. A closed-loop control system that enables multi-input–based feedback for actuator bending control was realized by incorporating an ion gel–based artificial synaptic multiplexing unit, an actuator, and a bending angle sensor. The proposed multi-input control system could simultaneously process input and feedback signals, offering a breakthrough in industries in which the processing of vast amounts of streaming data is essential.
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spelling pubmed-92170872022-07-07 Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer Ho, Dong Hae Roe, Dong Gue Choi, Yoon Young Kim, Seongchan Choi, Young Jin Kim, Do Hwan Jo, Sae Byeok Cho, Jeong Ho Sci Adv Physical and Materials Sciences Multiplexing is essential for technologies that require processing of a large amount of information in real time. Here, we present an artificial synaptic multiplexing unit capable of realizing parallel multi-input control system. Ion gel was used as a dielectric layer of the artificial synaptic multiplexing unit because of its ionic property, allowing multigating for parallel input. A closed-loop control system that enables multi-input–based feedback for actuator bending control was realized by incorporating an ion gel–based artificial synaptic multiplexing unit, an actuator, and a bending angle sensor. The proposed multi-input control system could simultaneously process input and feedback signals, offering a breakthrough in industries in which the processing of vast amounts of streaming data is essential. American Association for the Advancement of Science 2022-06-22 /pmc/articles/PMC9217087/ /pubmed/35731885 http://dx.doi.org/10.1126/sciadv.abn1838 Text en Copyright © 2022 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Physical and Materials Sciences
Ho, Dong Hae
Roe, Dong Gue
Choi, Yoon Young
Kim, Seongchan
Choi, Young Jin
Kim, Do Hwan
Jo, Sae Byeok
Cho, Jeong Ho
Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer
title Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer
title_full Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer
title_fullStr Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer
title_full_unstemmed Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer
title_short Non–von Neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer
title_sort non–von neumann multi-input spike signal processing enabled by an artificial synaptic multiplexer
topic Physical and Materials Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9217087/
https://www.ncbi.nlm.nih.gov/pubmed/35731885
http://dx.doi.org/10.1126/sciadv.abn1838
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