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Reservoir computing using self-sustained oscillations in a locally connected neural network

Understanding how the structural organization of neural networks influences their computational capabilities is of great interest to both machine learning and neuroscience communities. In our previous work, we introduced a novel learning system, called the reservoir of basal dynamics (reBASICS), whi...

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Detalles Bibliográficos
Autores principales: Kawai, Yuji, Park, Jihoon, Asada, Minoru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10509144/
https://www.ncbi.nlm.nih.gov/pubmed/37726352
http://dx.doi.org/10.1038/s41598-023-42812-9