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Synaptic turnover promotes efficient learning in bio-realistic spiking neural networks

While artificial machine learning systems achieve superhuman performance in specific tasks such as language processing, image and video recognition, they do so use extremely large datasets and huge amounts of power. On the other hand, the brain remains superior in several cognitively challenging tas...

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Detalles Bibliográficos
Autores principales: Malakasis, Nikos, Chavlis, Spyridon, Poirazi, Panayiota
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245885/
https://www.ncbi.nlm.nih.gov/pubmed/37292929
http://dx.doi.org/10.1101/2023.05.22.541722