Single-trial evoked potential estimation using wavelets

@article{Wang2007SingletrialEP,
  title={Single-trial evoked potential estimation using wavelets},
  author={Zhisong Wang and Alexander Maier and David A. Leopold and Nikos K. Logothetis and Hualou Liang},
  journal={Computers in biology and medicine},
  year={2007},
  volume={37 4},
  pages={463-73}
}
In this paper we present conventional and translation-invariant (TI) wavelet-based approaches for single-trial evoked potential estimation based on intracortical recordings. We demonstrate that the wavelet-based approaches outperform several existing methods including the Wiener filter, least mean square (LMS), and recursive least squares (RLS), and that the TI wavelet-based estimates have higher SNR and lower RMSE than the conventional wavelet-based estimates. We also show that multichannel… CONTINUE READING

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