Automatic Denoising of Single-Trial Event-Related Potentials

A MATLAB Application

This is a preview of subscription content, access via your institution.

We’re sorry, something doesn't seem to be working properly.

Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.

Fig. 1
Fig. 2
Fig. 3


  1. 1.

    Ahmadi, M., & Quian Quiroga, R. (2013). Automatic denoising of single-trial evoked potentials. NeuroImage, 66, 672–680.

  2. 2.

    Boudiaf, M., Benkherrat, M., & Mansouri, K. (2017). Denoising of single-trial event-related potentials using adaptive modelling. IET Signal Processing, 11(7), 846–853.

  3. 3.

    Yeung, N., Bogacz, R., Holroyd, C. B., & Cohen, J. D. (2004). Detection of synchronized oscillations in the electroencephalogram: An evaluation of methods. Psychophysiology, 41(6), 822–832.

  4. 4.

    Yeung, N., Bogacz, R., Holroyd, C. B., Nieuwenhuis, S., & Cohen, J. D. (2007). Theta phase resetting and the error-related negativity. Psychophysiology, 44(1), 39–49.

  5. 5.

    Boudiaf, M. Benkherrat, M. & Mansouri K, (2017). Comparison of adaptive algorithms for single-trial event-related potentials extraction. Intelligent Systems Conference (IntelliSys), London, 2017, (pp. 1147-1150).

Author information



Corresponding author

Correspondence to Mohamed Amine Boudiaf.

Ethics declarations

Conflict of interests

The authors declare that they have no conflict of interest.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and Permissions

About this article

Verify currency and authenticity via CrossMark

Cite this article

Boudiaf, M.A., Benkherrat, M., Messadeg, D. et al. Automatic Denoising of Single-Trial Event-Related Potentials. Neuroinform (2021).

Download citation