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Integrate-and-Fire Neuron Circuit Without External Bias Voltages

In this study, we propose an integrate-and-fire (I&F) neuron circuit using a p-n-p-n diode that utilizes a latch-up phenomenon and investigate the I&F operation without external bias voltages using mixed-mode technology computer-aided design (TCAD) simulations. The neuron circuit composed of...

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Autores principales: Park, Young-Soo, Woo, Sola, Lim, Doohyeok, Cho, Kyoungah, Kim, Sangsig
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024489/
https://www.ncbi.nlm.nih.gov/pubmed/33841084
http://dx.doi.org/10.3389/fnins.2021.644604
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author Park, Young-Soo
Woo, Sola
Lim, Doohyeok
Cho, Kyoungah
Kim, Sangsig
author_facet Park, Young-Soo
Woo, Sola
Lim, Doohyeok
Cho, Kyoungah
Kim, Sangsig
author_sort Park, Young-Soo
collection PubMed
description In this study, we propose an integrate-and-fire (I&F) neuron circuit using a p-n-p-n diode that utilizes a latch-up phenomenon and investigate the I&F operation without external bias voltages using mixed-mode technology computer-aided design (TCAD) simulations. The neuron circuit composed of one p-n-p-n diode, three MOSFETs, and a capacitor operates with no external bias lines, and its I&F operation has an energy consumption of 0.59 fJ with an energy efficiency of 96.3% per spike. The presented neuron circuit is superior in terms of structural simplicity, number of external bias lines, and energy efficiency in comparison with that constructed with only MOSFETs. Moreover, the neuron circuit exhibits the features of controlling the firing frequency through the amplitude and time width of the synaptic pulse despite of the reduced number of the components and no external bias lines.
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spelling pubmed-80244892021-04-08 Integrate-and-Fire Neuron Circuit Without External Bias Voltages Park, Young-Soo Woo, Sola Lim, Doohyeok Cho, Kyoungah Kim, Sangsig Front Neurosci Neuroscience In this study, we propose an integrate-and-fire (I&F) neuron circuit using a p-n-p-n diode that utilizes a latch-up phenomenon and investigate the I&F operation without external bias voltages using mixed-mode technology computer-aided design (TCAD) simulations. The neuron circuit composed of one p-n-p-n diode, three MOSFETs, and a capacitor operates with no external bias lines, and its I&F operation has an energy consumption of 0.59 fJ with an energy efficiency of 96.3% per spike. The presented neuron circuit is superior in terms of structural simplicity, number of external bias lines, and energy efficiency in comparison with that constructed with only MOSFETs. Moreover, the neuron circuit exhibits the features of controlling the firing frequency through the amplitude and time width of the synaptic pulse despite of the reduced number of the components and no external bias lines. Frontiers Media S.A. 2021-03-24 /pmc/articles/PMC8024489/ /pubmed/33841084 http://dx.doi.org/10.3389/fnins.2021.644604 Text en Copyright © 2021 Park, Woo, Lim, Cho and Kim. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Park, Young-Soo
Woo, Sola
Lim, Doohyeok
Cho, Kyoungah
Kim, Sangsig
Integrate-and-Fire Neuron Circuit Without External Bias Voltages
title Integrate-and-Fire Neuron Circuit Without External Bias Voltages
title_full Integrate-and-Fire Neuron Circuit Without External Bias Voltages
title_fullStr Integrate-and-Fire Neuron Circuit Without External Bias Voltages
title_full_unstemmed Integrate-and-Fire Neuron Circuit Without External Bias Voltages
title_short Integrate-and-Fire Neuron Circuit Without External Bias Voltages
title_sort integrate-and-fire neuron circuit without external bias voltages
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024489/
https://www.ncbi.nlm.nih.gov/pubmed/33841084
http://dx.doi.org/10.3389/fnins.2021.644604
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