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Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform

Due to the limit in computing power arising from the Von Neumann bottleneck, computational devices are being developed that mimic neuro-biological processing in the brain by correlating the device characteristics with the synaptic weight of neurons. This platform combines ionic liquid gating and ele...

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Detalles Bibliográficos
Autores principales: Boldman, Walker L., Zhang, Cheng, Ward, Thomas Z., Briggs, Dayrl P., Srijanto, Bernadeta R., Brisk, Philip, Rack, Philip D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6680446/
https://www.ncbi.nlm.nih.gov/pubmed/31319459
http://dx.doi.org/10.3390/mi10070478
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author Boldman, Walker L.
Zhang, Cheng
Ward, Thomas Z.
Briggs, Dayrl P.
Srijanto, Bernadeta R.
Brisk, Philip
Rack, Philip D.
author_facet Boldman, Walker L.
Zhang, Cheng
Ward, Thomas Z.
Briggs, Dayrl P.
Srijanto, Bernadeta R.
Brisk, Philip
Rack, Philip D.
author_sort Boldman, Walker L.
collection PubMed
description Due to the limit in computing power arising from the Von Neumann bottleneck, computational devices are being developed that mimic neuro-biological processing in the brain by correlating the device characteristics with the synaptic weight of neurons. This platform combines ionic liquid gating and electrowetting for programmable placement/connectivity of the ionic liquid. In this platform, both short-term potentiation (STP) and long-term potentiation (LTP) are realized via electrostatic and electrochemical doping of the amorphous indium gallium zinc oxide (aIGZO), respectively, and pulsed bias measurements are demonstrated for lower power considerations. While compatible with resistive elements, we demonstrate a platform based on transitive amorphous indium gallium zinc oxide (aIGZO) pixel elements. Using a lithium based ionic liquid, we demonstrate both potentiation (decrease in device resistance) and depression (increase in device resistance), and propose a 2D platform array that would enable a much higher pixel count via Active Matrix electrowetting.
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spelling pubmed-66804462019-08-09 Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform Boldman, Walker L. Zhang, Cheng Ward, Thomas Z. Briggs, Dayrl P. Srijanto, Bernadeta R. Brisk, Philip Rack, Philip D. Micromachines (Basel) Article Due to the limit in computing power arising from the Von Neumann bottleneck, computational devices are being developed that mimic neuro-biological processing in the brain by correlating the device characteristics with the synaptic weight of neurons. This platform combines ionic liquid gating and electrowetting for programmable placement/connectivity of the ionic liquid. In this platform, both short-term potentiation (STP) and long-term potentiation (LTP) are realized via electrostatic and electrochemical doping of the amorphous indium gallium zinc oxide (aIGZO), respectively, and pulsed bias measurements are demonstrated for lower power considerations. While compatible with resistive elements, we demonstrate a platform based on transitive amorphous indium gallium zinc oxide (aIGZO) pixel elements. Using a lithium based ionic liquid, we demonstrate both potentiation (decrease in device resistance) and depression (increase in device resistance), and propose a 2D platform array that would enable a much higher pixel count via Active Matrix electrowetting. MDPI 2019-07-17 /pmc/articles/PMC6680446/ /pubmed/31319459 http://dx.doi.org/10.3390/mi10070478 Text en © 2019 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 Article
Boldman, Walker L.
Zhang, Cheng
Ward, Thomas Z.
Briggs, Dayrl P.
Srijanto, Bernadeta R.
Brisk, Philip
Rack, Philip D.
Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform
title Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform
title_full Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform
title_fullStr Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform
title_full_unstemmed Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform
title_short Programmable Electrofluidics for Ionic Liquid Based Neuromorphic Platform
title_sort programmable electrofluidics for ionic liquid based neuromorphic platform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6680446/
https://www.ncbi.nlm.nih.gov/pubmed/31319459
http://dx.doi.org/10.3390/mi10070478
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