Neuro-mimetic dynamics of a ferroelectric FET-based spiking neuron

Yan Fang; Jorge Gomez; Zheng Wang; Suman Datta; Asif I. Khan; Arijit Raychowdhury

doi:10.1109/LED.2019.2914882

Neuro-mimetic dynamics of a ferroelectric FET-based spiking neuron

Yan Fang^*, Jorge Gomez, Zheng Wang, Suman Datta, Asif I. Khan, Arijit Raychowdhury

^*Autor correspondiente de este trabajo

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

40 Citas (Scopus)

Resumen

We demonstrate that a ferroelectric field-effect transistor (FeFET)-based spiking neuron is capable of mimicking various spiking and bursting patterns characteristic of cortical neurons. We propose a compact model to describe the dynamical behavior of such FeFET-based spiking neurons. This model captures the current-voltage dynamics of the FeFET and the critical voltages of its hysteretic region. It is aimed at system-level modeling and simulation of biomimetic networks of the FeFET neurons that are ideal for neuromorphic computing.

Idioma original	Inglés
Número de artículo	8706952
Páginas (desde-hasta)	1213-1216
Número de páginas	4
Publicación	IEEE Electron Device Letters
Volumen	40
N.º	7
DOI	https://doi.org/10.1109/LED.2019.2914882
Estado	Publicada - jul. 2019
Publicado de forma externa	Sí

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© 1980-2012 IEEE.

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abstract = "We demonstrate that a ferroelectric field-effect transistor (FeFET)-based spiking neuron is capable of mimicking various spiking and bursting patterns characteristic of cortical neurons. We propose a compact model to describe the dynamical behavior of such FeFET-based spiking neurons. This model captures the current-voltage dynamics of the FeFET and the critical voltages of its hysteretic region. It is aimed at system-level modeling and simulation of biomimetic networks of the FeFET neurons that are ideal for neuromorphic computing.",

keywords = "biomimetic circuits, Ferroelectric FET, firing pattern, neuromorphic",

author = "Yan Fang and Jorge Gomez and Zheng Wang and Suman Datta and Khan, {Asif I.} and Arijit Raychowdhury",

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AU - Raychowdhury, Arijit

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AB - We demonstrate that a ferroelectric field-effect transistor (FeFET)-based spiking neuron is capable of mimicking various spiking and bursting patterns characteristic of cortical neurons. We propose a compact model to describe the dynamical behavior of such FeFET-based spiking neurons. This model captures the current-voltage dynamics of the FeFET and the critical voltages of its hysteretic region. It is aimed at system-level modeling and simulation of biomimetic networks of the FeFET neurons that are ideal for neuromorphic computing.

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Neuro-mimetic dynamics of a ferroelectric FET-based spiking neuron

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