Pre-Trial EEG-Based Single-Trial Motor Performance Prediction to Enhance Neuroergonomics for a Hand Force Task

@inproceedings{Meinel2016PreTrialES,
  title={Pre-Trial EEG-Based Single-Trial Motor Performance Prediction to Enhance Neuroergonomics for a Hand Force Task},
  author={Andreas Meinel and Sebasti{\'a}n Casta{\~n}o-Candamil and Janine Reis and Michael W. Tangermann},
  booktitle={Front. Hum. Neurosci.},
  year={2016}
}
We propose a framework for building electrophysiological predictors of single-trial motor performance variations, exemplified for SVIPT, a sequential isometric force control task suitable for hand motor rehabilitation after stroke. Electroencephalogram (EEG) data of 20 subjects with mean age of 53 years was recorded prior to and during 400 trials of SVIPT. They were executed within a single session with the non-dominant left hand, while receiving continuous visual feedback of the produced force… CONTINUE READING
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