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Competitive Learning in a Spiking Neural Network: Towards an Intelligent Pattern Classifier

One of the modern trends in the design of human–machine interfaces (HMI) is to involve the so called spiking neuron networks (SNNs) in signal processing. The SNNs can be trained by simple and efficient biologically inspired algorithms. In particular, we have shown that sensory neurons in the input l...

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Dettagli Bibliografici
Pubblicato in:Sensors (Basel)
Autori principali: Lobov, Sergey A., Chernyshov, Andrey V., Krilova, Nadia P., Shamshin, Maxim O., Kazantsev, Victor B.
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7014236/
https://ncbi.nlm.nih.gov/pubmed/31963143
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20020500
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