system identification

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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Semiparametric Identification of Human Arm Dynamics for Flexible Control of a Functional Electrical Stimulation Neuroprosthesis

Semiparametric Identification of Human Arm Dynamics for Flexible Control of a Functional Electrical Stimulation Neuroprosthesis

Author(s): Eric M. Schearer, Yu-Wei Liao, Eric J. Perreault, Matthew C. Tresch, William D. Memberg, Robert F. Kirsch, Kevin M. Lynch
Semiparametric Identification of Human Arm Dynamics for Flexible Control of a Functional Electrical Stimulation Neuroprosthesis 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

We present a method to identify the dynamics of a human arm controlled by an implanted functional electrical stimulation neuroprosthesis. The method uses Gaussian process regression to predict shoulder and…

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