Stationary log-normal distribution of weights stems from spontaneous ordering in adaptive node networks

Experimental evidence recently indicated that neural networks can learn in a different manner than was previously assumed, using adaptive nodes instead of adaptive links. Consequently, links to a node undergo the same adaptation, resulting in cooperative nonlinear dynamics with oscillating effective...

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Detalles Bibliográficos
Autores principales: Uzan, Herut, Sardi, Shira, Goldental, Amir, Vardi, Roni, Kanter, Ido
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6117314/
https://www.ncbi.nlm.nih.gov/pubmed/30166579
http://dx.doi.org/10.1038/s41598-018-31523-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6117314/
https://www.ncbi.nlm.nih.gov/pubmed/30166579
http://dx.doi.org/10.1038/s41598-018-31523-1

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