Dynamically Optimizing Network Structure Based on Synaptic Pruning in the Brain

Zhao, FF; Zeng, Y

Zeng, Y (corresponding author), Chinese Acad Sci, Res Ctr Brain Inspired Intelligence, Inst Automat, Beijing, Peoples R China.; Zeng, Y (corresponding author), Chinese Acad Sci, Inst Automat, Beijing, Peoples R China.; Zeng, Y (corresponding author), Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing, Peoples R China.; Zeng, Y (corresponding author), Chinese Acad Sci, Ctr Excellence Brain Sci & Intelligence Technol, Shanghai, Peoples R China.; Zeng, Y (corresponding author), Univ

FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021; 15 ():

Abstract

Most neural networks need to predefine the network architecture empirically, which may cause over-fitting or under-fitting. Besides, a large number of......

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