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Analyzing time-to-first-spike coding schemes: A theoretical approach

Spiking neural networks (SNNs) using time-to-first-spike (TTFS) codes, in which neurons fire at most once, are appealing for rapid and low power processing. In this theoretical paper, we focus on information coding and decoding in those networks, and introduce a new unifying mathematical framework t...

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Bibliografiske detaljer
Principais autores: Lina Bonilla, Jacques Gautrais, Simon Thorpe, Timothée Masquelier
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2022-09-01
Serier:Frontiers in Neuroscience
Fag:
Online adgang:https://www.frontiersin.org/articles/10.3389/fnins.2022.971937/full
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