Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783642649235816448 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7835966 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT hagiwaranaruki longandshorttermconductancecontrolofartificialpolymerwiresynapses AT sekizakishoma longandshorttermconductancecontrolofartificialpolymerwiresynapses AT kuwaharayuji longandshorttermconductancecontrolofartificialpolymerwiresynapses AT asaitetsuya longandshorttermconductancecontrolofartificialpolymerwiresynapses AT akaikasayamegumi longandshorttermconductancecontrolofartificialpolymerwiresynapses |