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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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Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Lobov, Sergey A., Chernyshov, Andrey V., Krilova, Nadia P., Shamshin, Maxim O., Kazantsev, Victor B.
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online dostop: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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