system identification Archives - Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

April 21, 2017

Quantifying Nonlinear Contributions to Cortical Responses Evoked by Continuous Wrist Manipulation

Author(s)3: 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 https://www.embs.org/tnsre/wp-content/uploads/sites/15/2017/04/07488222.jpg 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) //www.embs.org/tnsre/wp-content/uploads/sites/15/2022/06/ieee-tnsre-logo2x.png April 21, 2017 March 4, 2022

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…

September 27, 2016

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

Author(s)3: 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 https://www.embs.org/tnsre/wp-content/uploads/sites/15/2016/09/tnsre-schearer-2535348.jpg 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) //www.embs.org/tnsre/wp-content/uploads/sites/15/2022/06/ieee-tnsre-logo2x.png September 27, 2016 March 4, 2022

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…