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Application of a Brain-Inspired Spiking Neural Network Architecture to Odor Data Classification

Existing methods in neuromorphic olfaction mainly focus on implementing the data transformation based on the neurobiological architecture of the olfactory pathway. While the transformation is pivotal for the sparse spike-based representation of odor data, classification techniques based on the bio-c...

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Detalles Bibliográficos
Autores principales: Vanarse, Anup, Espinosa-Ramos, Josafath Israel, Osseiran, Adam, Rassau, Alexander, Kasabov, Nikola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7294411/
https://www.ncbi.nlm.nih.gov/pubmed/32408563
http://dx.doi.org/10.3390/s20102756