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Frontiers in Neuroscience, volume 15

Integrate-and-Fire Neuron Circuit Without External Bias Voltages

Young-Soo Park 1
Sola Woo 1
Doohyeok Lim 1
Kyoungah Cho 1
Sangsig Kim 1
Publication typeJournal Article
Publication date2021-03-24
Q2
Q2
SJR1.063
CiteScore6.2
Impact factor3.2
ISSN16624548, 1662453X
General Neuroscience
Abstract

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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GOST Copy
Park Y. et al. Integrate-and-Fire Neuron Circuit Without External Bias Voltages // Frontiers in Neuroscience. 2021. Vol. 15.
GOST all authors (up to 50) Copy
Park Y., Woo S., Lim D., Cho K., Kim S. Integrate-and-Fire Neuron Circuit Without External Bias Voltages // Frontiers in Neuroscience. 2021. Vol. 15.
RIS |
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RIS Copy
TY - JOUR
DO - 10.3389/fnins.2021.644604
UR - https://doi.org/10.3389/fnins.2021.644604
TI - Integrate-and-Fire Neuron Circuit Without External Bias Voltages
T2 - Frontiers in Neuroscience
AU - Park, Young-Soo
AU - Woo, Sola
AU - Lim, Doohyeok
AU - Cho, Kyoungah
AU - Kim, Sangsig
PY - 2021
DA - 2021/03/24
PB - Frontiers Media S.A.
VL - 15
SN - 1662-4548
SN - 1662-453X
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2021_Park,
author = {Young-Soo Park and Sola Woo and Doohyeok Lim and Kyoungah Cho and Sangsig Kim},
title = {Integrate-and-Fire Neuron Circuit Without External Bias Voltages},
journal = {Frontiers in Neuroscience},
year = {2021},
volume = {15},
publisher = {Frontiers Media S.A.},
month = {mar},
url = {https://doi.org/10.3389/fnins.2021.644604},
doi = {10.3389/fnins.2021.644604}
}
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