Blessing of dimensionality in spiking neural networks: the by-chance functional learning

Spiking neural networks (SNNs) have significant potential for a power-efficient neuromorphic AI. However, their training is challenging since most of the learning principles known from artificial neural networks are hardly applicable. Recently, the concept of “blessing of dimensionality” has success...

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Bibliographic Details
Main Authors: Valeri A. Makarov, Sergey A. Lobov
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Applied Mathematics and Statistics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fams.2025.1553779/full
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