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Authors
Raj, Vandana Akshath
Parupudi, Tejasvi
Thalengala, Ananthakrishna
Nayak, Subramanya G.
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Funding
Funding for this research was provided by:
Manipal Academy of Higher Education, Manipal
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Article History
Received: 26 June 2025
Accepted: 19 September 2025
First Online: 22 October 2025
Declarations
: Ethical Statement : This review article used the open source EEGdenoiseNet dataset to compare the performance of different deep learning models in denoising EEG signals, which is open-source and publicly available on GitHub ( ). No additional ethical approval was required for this review, as no new data involving human/animal subjects were collected.
: Not Applicable.
: Not Applicable.
: Not Applicable.
: The authors declare no competing of interest.
