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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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Detalles Bibliográficos
Autores principales: Bonilla, Lina, Gautrais, Jacques, Thorpe, Simon, Masquelier, Timothée
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9548614/
https://www.ncbi.nlm.nih.gov/pubmed/36225737
http://dx.doi.org/10.3389/fnins.2022.971937