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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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Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Nakagome, Sho, Luu, Trieu Phat, He, Yongtian, Ravindran, Akshay Sujatha, Contreras-Vidal, Jose L.
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2020
Teme:
Online dostop: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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