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...

Descripción completa

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:
Social and Interdisciplinary Sciences
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

Internet

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

Ejemplares similares