A biomimetic neural encoder for spiking neural network

The implementation of spiking neural network in future neuromorphic hardware requires hardware encoder analogous to the sensory neurons. The authors show a biomimetic dual-gated MoS2 field effect transistor capable of encoding analog signals into stochastic spike trains at energy cost of 1–5 pJ/spik...

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Autores principales:	Shiva Subbulakshmi Radhakrishnan, Amritanand Sebastian, Aaryan Oberoi, Sarbashis Das, Saptarshi Das
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2021
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/191e7b505ac84fff97ee5312ce3dbac1
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id	oai:doaj.org-article:191e7b505ac84fff97ee5312ce3dbac1
record_format	dspace
spelling	oai:doaj.org-article:191e7b505ac84fff97ee5312ce3dbac12021-12-02T14:21:20ZA biomimetic neural encoder for spiking neural network10.1038/s41467-021-22332-82041-1723https://doaj.org/article/191e7b505ac84fff97ee5312ce3dbac12021-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-22332-8https://doaj.org/toc/2041-1723The implementation of spiking neural network in future neuromorphic hardware requires hardware encoder analogous to the sensory neurons. The authors show a biomimetic dual-gated MoS2 field effect transistor capable of encoding analog signals into stochastic spike trains at energy cost of 1–5 pJ/spike.Shiva Subbulakshmi RadhakrishnanAmritanand SebastianAaryan OberoiSarbashis DasSaptarshi DasNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-10 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Shiva Subbulakshmi Radhakrishnan Amritanand Sebastian Aaryan Oberoi Sarbashis Das Saptarshi Das A biomimetic neural encoder for spiking neural network
description	The implementation of spiking neural network in future neuromorphic hardware requires hardware encoder analogous to the sensory neurons. The authors show a biomimetic dual-gated MoS2 field effect transistor capable of encoding analog signals into stochastic spike trains at energy cost of 1–5 pJ/spike.
format	article
author	Shiva Subbulakshmi Radhakrishnan Amritanand Sebastian Aaryan Oberoi Sarbashis Das Saptarshi Das
author_facet	Shiva Subbulakshmi Radhakrishnan Amritanand Sebastian Aaryan Oberoi Sarbashis Das Saptarshi Das
author_sort	Shiva Subbulakshmi Radhakrishnan
title	A biomimetic neural encoder for spiking neural network
title_short	A biomimetic neural encoder for spiking neural network
title_full	A biomimetic neural encoder for spiking neural network
title_fullStr	A biomimetic neural encoder for spiking neural network
title_full_unstemmed	A biomimetic neural encoder for spiking neural network
title_sort	biomimetic neural encoder for spiking neural network
publisher	Nature Portfolio
publishDate	2021
url	https://doaj.org/article/191e7b505ac84fff97ee5312ce3dbac1
work_keys_str_mv	AT shivasubbulakshmiradhakrishnan abiomimeticneuralencoderforspikingneuralnetwork AT amritanandsebastian abiomimeticneuralencoderforspikingneuralnetwork AT aaryanoberoi abiomimeticneuralencoderforspikingneuralnetwork AT sarbashisdas abiomimeticneuralencoderforspikingneuralnetwork AT saptarshidas abiomimeticneuralencoderforspikingneuralnetwork AT shivasubbulakshmiradhakrishnan biomimeticneuralencoderforspikingneuralnetwork AT amritanandsebastian biomimeticneuralencoderforspikingneuralnetwork AT aaryanoberoi biomimeticneuralencoderforspikingneuralnetwork AT sarbashisdas biomimeticneuralencoderforspikingneuralnetwork AT saptarshidas biomimeticneuralencoderforspikingneuralnetwork
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A biomimetic neural encoder for spiking neural network

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