Multi-head noise regression for single-channel EEG: estimating ocular and muscle contamination to guide artifact removal

Usman Qamar Shaikh, Anubha Manju Kalra, Andrew Lowe, Imran Khan Niazi

Open source

DOI: 10.1088/1741-2552/ae541d
Published: 2026-04-01
Container: Journal of Neural Engineering
Publisher: IOP Publishing
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1088/1741-2552/ae541d,
  title = {Multi-head noise regression for single-channel EEG: estimating ocular and muscle contamination to guide artifact removal},
  author = {Usman Qamar Shaikh and Anubha Manju Kalra and Andrew Lowe and Imran Khan Niazi},
  year = {2026},
  journal = {Journal of Neural Engineering},
  doi = {10.1088/1741-2552/ae541d},
  url = {https://doi.org/10.1088/1741-2552/ae541d}
}

RIS

TY  - JOUR
TI  - Multi-head noise regression for single-channel EEG: estimating ocular and muscle contamination to guide artifact removal
AU  - Usman Qamar Shaikh
AU  - Anubha Manju Kalra
AU  - Andrew Lowe
AU  - Imran Khan Niazi
PY  - 2026
JO  - Journal of Neural Engineering
DO  - 10.1088/1741-2552/ae541d
UR  - https://doi.org/10.1088/1741-2552/ae541d
ER  -

APA

Shaikh, U. Q., Kalra, A. M., Lowe, A., & Niazi, I. K. (2026). Multi-head noise regression for single-channel EEG: estimating ocular and muscle contamination to guide artifact removal. Journal of Neural Engineering. https://doi.org/10.1088/1741-2552/ae541d

Source records

crossref · retrieved 2026-09-25T08:14:13.359Z