Cargando…
Biological batch normalisation: How intrinsic plasticity improves learning in deep neural networks
In this work, we present a local intrinsic rule that we developed, dubbed IP, inspired by the Infomax rule. Like Infomax, this rule works by controlling the gain and bias of a neuron to regulate its rate of fire. We discuss the biological plausibility of the IP rule and compare it to batch normalisa...
| Autores principales: | , , |
|---|---|
| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2020
|
| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511202/ https://www.ncbi.nlm.nih.gov/pubmed/32966302 http://dx.doi.org/10.1371/journal.pone.0238454 |