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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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Podrobná bibliografie
Vydáno v:Sensors (Basel)
Hlavní autoři: Vanarse, Anup, Espinosa-Ramos, Josafath Israel, Osseiran, Adam, Rassau, Alexander, Kasabov, Nikola
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2020
Témata:
On-line přístup: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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