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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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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Vanarse, Anup, Espinosa-Ramos, Josafath Israel, Osseiran, Adam, Rassau, Alexander, Kasabov, Nikola
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7294411/
https://ncbi.nlm.nih.gov/pubmed/32408563
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20102756
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