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Noise Helps Optimization Escape From Saddle Points in the Synaptic Plasticity

Numerous experimental studies suggest that noise is inherent in the human brain. However, the functional importance of noise remains unknown. n particular, from a computational perspective, such stochasticity is potentially harmful to brain function. In machine learning, a large number of saddle poi...

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Detalles Bibliográficos
Autores principales: Fang, Ying, Yu, Zhaofei, Chen, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7201302/
https://www.ncbi.nlm.nih.gov/pubmed/32410937
http://dx.doi.org/10.3389/fnins.2020.00343

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