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A Spike Time-Dependent Online Learning Algorithm Derived From Biological Olfaction

We have developed a spiking neural network (SNN) algorithm for signal restoration and identification based on principles extracted from the mammalian olfactory system and broadly applicable to input from arbitrary sensor arrays. For interpretability and development purposes, we here examine the prop...

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Detalles Bibliográficos
Autores principales: Borthakur, Ayon, Cleland, Thomas A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6610532/
https://www.ncbi.nlm.nih.gov/pubmed/31316339
http://dx.doi.org/10.3389/fnins.2019.00656