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Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses

Networks in the human brain are extremely complex and sophisticated. The abstract model of the human brain has been used in software development, specifically in artificial intelligence. Despite the remarkable outcomes achieved using artificial intelligence, the approach consumes a huge amount of co...

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Autores principales: Hagiwara, Naruki, Sekizaki, Shoma, Kuwahara, Yuji, Asai, Tetsuya, Akai-Kasaya, Megumi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7835966/
https://www.ncbi.nlm.nih.gov/pubmed/33478163
http://dx.doi.org/10.3390/polym13020312
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author Hagiwara, Naruki
Sekizaki, Shoma
Kuwahara, Yuji
Asai, Tetsuya
Akai-Kasaya, Megumi
author_facet Hagiwara, Naruki
Sekizaki, Shoma
Kuwahara, Yuji
Asai, Tetsuya
Akai-Kasaya, Megumi
author_sort Hagiwara, Naruki
collection PubMed
description Networks in the human brain are extremely complex and sophisticated. The abstract model of the human brain has been used in software development, specifically in artificial intelligence. Despite the remarkable outcomes achieved using artificial intelligence, the approach consumes a huge amount of computational resources. A possible solution to this issue is the development of processing circuits that physically resemble an artificial brain, which can offer low-energy loss and high-speed processing. This study demonstrated the synaptic functions of conductive polymer wires linking arbitrary electrodes in solution. By controlling the conductance of the wires, synaptic functions such as long-term potentiation and short-term plasticity were achieved, which are similar to the manner in which a synapse changes the strength of its connections. This novel organic artificial synapse can be used to construct information-processing circuits by wiring from scratch and learning efficiently in response to external stimuli.
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spelling pubmed-78359662021-01-27 Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses Hagiwara, Naruki Sekizaki, Shoma Kuwahara, Yuji Asai, Tetsuya Akai-Kasaya, Megumi Polymers (Basel) Communication Networks in the human brain are extremely complex and sophisticated. The abstract model of the human brain has been used in software development, specifically in artificial intelligence. Despite the remarkable outcomes achieved using artificial intelligence, the approach consumes a huge amount of computational resources. A possible solution to this issue is the development of processing circuits that physically resemble an artificial brain, which can offer low-energy loss and high-speed processing. This study demonstrated the synaptic functions of conductive polymer wires linking arbitrary electrodes in solution. By controlling the conductance of the wires, synaptic functions such as long-term potentiation and short-term plasticity were achieved, which are similar to the manner in which a synapse changes the strength of its connections. This novel organic artificial synapse can be used to construct information-processing circuits by wiring from scratch and learning efficiently in response to external stimuli. MDPI 2021-01-19 /pmc/articles/PMC7835966/ /pubmed/33478163 http://dx.doi.org/10.3390/polym13020312 Text en © 2021 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Hagiwara, Naruki
Sekizaki, Shoma
Kuwahara, Yuji
Asai, Tetsuya
Akai-Kasaya, Megumi
Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses
title Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses
title_full Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses
title_fullStr Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses
title_full_unstemmed Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses
title_short Long- and Short-Term Conductance Control of Artificial Polymer Wire Synapses
title_sort long- and short-term conductance control of artificial polymer wire synapses
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7835966/
https://www.ncbi.nlm.nih.gov/pubmed/33478163
http://dx.doi.org/10.3390/polym13020312
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