A Curiosity-Based Learning Method for Spiking Neural Networks

Spiking Neural Networks (SNNs) have shown favorable performance recently. Nonetheless, the time-consuming computation on neuron level and complex optimization limit their real-time application. Curiosity has shown great performance in brain learning, which helps biological brains grasp new knowledge...

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Bibliographic Details
Main Authors: Mengting Shi, Tielin Zhang, Yi Zeng
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-02-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fncom.2020.00007/full