Supervised Learning Algorithm Based on Spike Train Inner Product for Deep Spiking Neural Networks

Supervised Learning Algorithm Based on Spike Train Inner Product for Deep Spiking Neural Networks

By mimicking the hierarchical structure of human brain, deep spiking neural networks (DSNNs) can extract features from a lower level to a higher level gradually, and improve the performance for the processing of spatio-temporal information. Due to the complex hierarchical structure and implicit nonl...

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Bibliographic Details
Main Authors: Xianghong Lin, Zhen Zhang, Donghao Zheng
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Brain Sciences
Subjects:
spiking neural networks
deep learning
spike train inner product
feedback alignment mechanism
Online Access:https://www.mdpi.com/2076-3425/13/2/168

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https://www.mdpi.com/2076-3425/13/2/168

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