Biologically plausible local synaptic learning rules robustly implement deep supervised learning

In deep neural networks, representational learning in the middle layer is essential for achieving efficient learning. However, the currently prevailing backpropagation learning rules (BP) are not necessarily biologically plausible and cannot be implemented in the brain in their current form. Therefo...

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Detalles Bibliográficos
Autores principales: Konishi, Masataka, Igarashi, Kei M., Miura, Keiji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598703/
https://www.ncbi.nlm.nih.gov/pubmed/37886676
http://dx.doi.org/10.3389/fnins.2023.1160899

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598703/
https://www.ncbi.nlm.nih.gov/pubmed/37886676
http://dx.doi.org/10.3389/fnins.2023.1160899

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