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Natural-gradient learning for spiking neurons

In many normative theories of synaptic plasticity, weight updates implicitly depend on the chosen parametrization of the weights. This problem relates, for example, to neuronal morphology: synapses which are functionally equivalent in terms of their impact on somatic firing can differ substantially...

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Detalles Bibliográficos
Autores principales: Kreutzer, Elena, Senn, Walter, Petrovici, Mihai A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9038192/
https://www.ncbi.nlm.nih.gov/pubmed/35467527
http://dx.doi.org/10.7554/eLife.66526