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An empirical comparison of neural networks and machine learning algorithms for EEG gait decoding

Previous studies of Brain Computer Interfaces (BCI) based on scalp electroencephalography (EEG) have demonstrated the feasibility of decoding kinematics for lower limb movements during walking. In this computational study, we investigated offline decoding analysis with different models and condition...

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Bibliografische gegevens
Gepubliceerd in:Sci Rep
Hoofdauteurs: Nakagome, Sho, Luu, Trieu Phat, He, Yongtian, Ravindran, Akshay Sujatha, Contreras-Vidal, Jose L.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Publishing Group UK 2020
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7062700/
https://ncbi.nlm.nih.gov/pubmed/32152333
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-60932-4
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