EMG

A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series

Author(s): Stanislas Chambon, Mathieu N. Galtier, Pierrick J. Arnal, Gilles Wainrib, Alexandre Gramfort
A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series 780 364 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

     Sleep stage classification constitutes an important preliminary exam in the diagnosis of sleep disorders. It is traditionally performed by a sleep expert who assigns to each 30 s of…

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Quantifying Nonlinear Contributions to Cortical Responses Evoked by Continuous Wrist Manipulation

Quantifying Nonlinear Contributions to Cortical Responses Evoked by Continuous Wrist Manipulation

Author(s): Martijn P. Vlaar, Teodoro Solis-Escalante, Alistair N. Vardy, Frans C. T. van der Helm, Alfred C. Schouten
Quantifying Nonlinear Contributions to Cortical Responses Evoked by Continuous Wrist Manipulation 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Cortical responses to continuous stimuli as recorded using either magneto- or electroencephalography (EEG) have shown power at harmonics of the stimulated frequency, indicating nonlinear behavior. Even though the selection of…

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