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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Detalhes bibliográficos
Main Authors: Xiangwen Wang, Xianghong Lin, Xiaochao Dang
Formato: Artigo
Idioma:English
Publicado em: Frontiers Media S.A. 2019-03-01
Colecção:Frontiers in Neuroscience
Assuntos:
Acesso em linha:https://www.frontiersin.org/article/10.3389/fnins.2019.00252/full