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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Bibliographic Details
Main Authors: Lina Bonilla, Jacques Gautrais, Simon Thorpe, Timothée Masquelier
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.971937/full