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Learning as filtering: Implications for spike-based plasticity

Most normative models in computational neuroscience describe the task of learning as the optimisation of a cost function with respect to a set of parameters. However, learning as optimisation fails to account for a time-varying environment during the learning process and the resulting point estimate...

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Detalles Bibliográficos
Autores principales: Jegminat, Jannes, Surace, Simone Carlo, Pfister, Jean-Pascal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8865661/
https://www.ncbi.nlm.nih.gov/pubmed/35196324
http://dx.doi.org/10.1371/journal.pcbi.1009721