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A Spiking Neural Network in sEMG Feature Extraction

We have developed a novel algorithm for sEMG feature extraction and classification. It is based on a hybrid network composed of spiking and artificial neurons. The spiking neuron layer with mutual inhibition was assigned as feature extractor. We demonstrate that the classification accuracy of the pr...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Sensors (Basel)
Päätekijät: Lobov, Sergey, Mironov, Vasiliy, Kastalskiy, Innokentiy, Kazantsev, Victor
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI 2015
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC4701259/
https://ncbi.nlm.nih.gov/pubmed/26540060
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s151127894
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