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Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization

Brain-inspired spiking neural networks (SNNs) are successfully applied to many pattern recognition domains. The SNNs-based deep structure has achieved considerable results in perceptual tasks, such as image classification and target detection. However, applying deep SNNs in reinforcement learning (R...

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Detalles Bibliográficos
Autores principales: Sun, Yinqian, Zeng, Yi, Li, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9453154/
https://www.ncbi.nlm.nih.gov/pubmed/36090282
http://dx.doi.org/10.3389/fnins.2022.953368