Evaluation of the Effect of the Dynamic Behavior and Topology Co-Learning of Neurons and Synapses on the Small-Sample Learning Ability of Spiking Neural Network

Evaluation of the Effect of the Dynamic Behavior and Topology Co-Learning of Neurons and Synapses on the Small-Sample Learning Ability of Spiking Neural Network

Small sample learning ability is one of the most significant characteristics of the human brain. However, its mechanism is yet to be fully unveiled. In recent years, brain-inspired artificial intelligence has become a very hot research domain. Researchers explored brain-inspired technologies or arch...

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Bibliographic Details
Main Authors: Xu Yang, Yunlin Lei, Mengxing Wang, Jian Cai, Miao Wang, Ziyi Huan, Xialv Lin
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Brain Sciences
Subjects:
small-sample learning
spiking neural network
structural learning
adaptive structure
Online Access:https://www.mdpi.com/2076-3425/12/2/139

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https://www.mdpi.com/2076-3425/12/2/139

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