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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Detalles Bibliográficos
Autores principales: Zhao, Dongcheng, Zeng, Yi, Zhang, Tielin, Shi, Mengting, Zhao, Feifei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689090/
https://www.ncbi.nlm.nih.gov/pubmed/33281591
http://dx.doi.org/10.3389/fncom.2020.576841

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7689090/
https://www.ncbi.nlm.nih.gov/pubmed/33281591
http://dx.doi.org/10.3389/fncom.2020.576841

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