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GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity

Spiking Neural Networks (SNNs) are considered as the third generation of artificial neural networks, which are more closely with information processing in biological brains. However, it is still a challenge for how to train the non-differential SNN efficiently and robustly with the form of spikes. H...

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Detalhes bibliográficos
Publicado no:Front Comput Neurosci
Main Authors: Zhao, Dongcheng, Zeng, Yi, Zhang, Tielin, Shi, Mengting, Zhao, Feifei
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7689090/
https://ncbi.nlm.nih.gov/pubmed/33281591
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2020.576841
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