Response error correction-a demonstration of improved human-machine performance using real-time EEG monitoring

@article{Parra2003ResponseEC,
  title={Response error correction-a demonstration of improved human-machine performance using real-time EEG monitoring},
  author={L. Parra and C. D. Spence and A. Gerson and Paul Sajda},
  journal={IEEE Transactions on Neural Systems and Rehabilitation Engineering},
  year={2003},
  volume={11},
  pages={173-177}
}
We describe a brain-computer interface (BCI) system, which uses a set of adaptive linear preprocessing and classification algorithms for single-trial detection of error related negativity (ERN). We use the detected ERN as an estimate of a subject's perceived error during an alternative forced choice visual discrimination task. The detected ERN is used to correct subject errors. Our initial results show average improvement in subject performance of 21% when errors are automatically corrected via… CONTINUE READING
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