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Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks

Many synaptic plasticity rules found in natural circuits have not been incorporated into artificial neural networks (ANNs). We showed that incorporating a nonlocal feature of synaptic plasticity found in natural neural networks, whereby synaptic modification at output synapses of a neuron backpropag...

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Detalles Bibliográficos
Autores principales: Zhang, Tielin, Cheng, Xiang, Jia, Shuncheng, Poo, Mu-ming, Zeng, Yi, Xu, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8528419/
https://www.ncbi.nlm.nih.gov/pubmed/34669481
http://dx.doi.org/10.1126/sciadv.abh0146

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