Continuous learning of spiking networks trained with local rules

Artificial neural networks (ANNs) experience catastrophic forgetting (CF) during sequential learning. In contrast, the brain can learn continuously without any signs of catastrophic forgetting. Spiking neural networks (SNNs) are the next generation of ANNs with many features borrowed from biological...

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Veröffentlicht in:	arXiv.org 2021-11
Hauptverfasser:	Antonov, Dmitry, Sviatov, Kirill, Sukhov, Sergey
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Computer Science - Neural and Evolutionary Computing Learning Neural networks Spiking Synapses Training
Online-Zugang:	Volltext
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