Cargando…

Local dendritic balance enables learning of efficient representations in networks of spiking neurons

How can neural networks learn to efficiently represent complex and high-dimensional inputs via local plasticity mechanisms? Classical models of representation learning assume that feedforward weights are learned via pairwise Hebbian-like plasticity. Here, we show that pairwise Hebbian-like plasticit...

Descripción completa

Detalles Bibliográficos
Autores principales: Mikulasch, Fabian A., Rudelt, Lucas, Priesemann, Viola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8685685/
https://www.ncbi.nlm.nih.gov/pubmed/34876505
http://dx.doi.org/10.1073/pnas.2021925118