TSTKD: Triple-spike train kernel-driven supervised learning algorithm

Precise artificial intelligence is one of the most promising research fields, where supervised learning for spiking neurons (SNs) plays an imperative and fundamental role. This study proposes a novel supervised learning algorithm based on triple-spike train kernels to address the shortcomings of the...

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Bibliographic Details

Published in:	Pattern recognition Vol. 164; p. 111525
Main Authors:	Chen, Guojun, Wang, Guoen
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.08.2025
Subjects:	Spike pattern learning Spike train kernel Spiking neuron Supervised learning algorithm Triple spikes Spiking neuron Triple spikes Spike pattern learning Supervised learning algorithm Spike train kernel
ISSN:	0031-3203
Online Access:	Get full text
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