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Toward robust and scalable deep spiking reinforcement learning

Deep reinforcement learning (DRL) combines reinforcement learning algorithms with deep neural networks (DNNs). Spiking neural networks (SNNs) have been shown to be a biologically plausible and energy efficient alternative to DNNs. Since the introduction of surrogate gradient approaches that allowed...

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Detalles Bibliográficos
Autores principales: Akl, Mahmoud, Ergene, Deniz, Walter, Florian, Knoll, Alois
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894879/
https://www.ncbi.nlm.nih.gov/pubmed/36742191
http://dx.doi.org/10.3389/fnbot.2022.1075647