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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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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. |
format | Online Article Text |
id | pubmed-6680446 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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