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A Delay Learning Algorithm Based on Spike Train Kernels for Spiking Neurons

Neuroscience research confirms that the synaptic delays are not constant, but can be modulated. This paper proposes a supervised delay learning algorithm for spiking neurons with temporal encoding, in which both the weight and delay of a synaptic connection can be adjusted to enhance the learning pe...

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Detalles Bibliográficos
Autores principales: Wang, Xiangwen, Lin, Xianghong, Dang, Xiaochao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6445871/
https://www.ncbi.nlm.nih.gov/pubmed/30971877
http://dx.doi.org/10.3389/fnins.2019.00252