EEG Artifact Removal

EEG: Electroencephalography

Ask about this topic

Latest papers

CardsList

10 papers1 paper in the last four weeks, down 67% on the four weeks before. 0.0% of all new papers.

  1. A Proof-of-Concept Study of Weakly Supervised Labeling of Fine-Grained EEG Components for Artifact Attenuation

    Oct 7, 2026Lu Wang-Nöth, Hai Huang, Philipp Heiler +3EEG Artifact RemovalElectroencephalography

    Institute for Applied Computer Science, University of the Bundeswehr Munich, Munich, Germany · brainboost GmbH, Munich, Germany · Graduate School of Engineering Science, The University of Osaka, Osaka, Japan +1

  2. Best Practices in EEG Analysis: Preprocessing, Modeling, and Machine Learning

    Sep 29, 2026Parsa Razmara, Woojae Jeong, Aditya Kommineni +3ElectroencephalographyEEG Decoding

    University of Southern California · McGill University

  3. Differential Attention Unlocks Complementary EEG and Speech Fusion for Emotion Recognition

    Sep 25, 2026Philip H. Lee, Shreeram Suresh Chandra, John H. L. HansenEEG Artifact RemovalDifferential Attention

    Independent Researcher, USA · Center for Language and Speech Processing (CLSP), Johns Hopkins University, Baltimore, MD, USA · Center for Robust Speech Systems (CRSS), University of Texas at Dallas, Richardson, TX, USA

  4. DenoFlow: Flow Matching for SSVEP Denoising under Real Physiological Artifacts

    Sep 24, 2026Zhentao He, Ziwei Wang, Dongrui WuEEG Artifact RemovalElectroencephalography

    Hubei Key Laboratory of Brain inspired Intelligent Systems, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, 430074, China

  5. Computer Vision Based Neurology Brain Activity Rejection Architecture and Implementation

    Jul 22, 2026Zag ElSayed, Nathan Suer, Grace Westerkamp +4ElectroencephalographyEEG Artifact Removal

    School of Information Technology University of Cincinnati Cincinnati, Ohio, USA

  6. nASR: An End-to-End Trainable Neural Layer for Channel-Level EEG Artifact Subspace Reconstruction in Real-Time BCI

    May 14, 2026Shantanu Sarkar, Jose L. Contreras-VidalElectroencephalographyBrain-Computer Interfaces

    Electrical & Computer Engineering, Univ. of Houston, Houston, TX, USA · Faculty of Electrical & Computer Engineering, Univ. of Houston, Houston, TX, USA

  7. Enabling Unsupervised Training of Deep EEG Denoisers With Intelligent Partitioning

    May 7, 2026Qiyu Rao, Haozhe Tian, Homayoun Hamedmoghadam +1Self-Supervised Image DenoisingElectroencephalography

    Department of Electrical and Electronic Engineering, Imperial College London · Dyson School of Design Engineering, Imperial College London

  8. Improving TMS EEG Signal Quality for Closed-Loop Neuro Stimulation via Source-Domain Denoising

    May 5, 2026Zhen Tang, Ameer Hamoodi, Stevie Foglia +2ElectroencephalographyEEG Artifact Removal

    Department of Kinesiology, Faculty of Science, McMaster University, Canada · Faculty of Engineering, McMaster University

  9. BandRouteNet: An Adaptive Band Routing Neural Network for EEG Artifact Removal

    Apr 27, 2026Phat LamElectroencephalographyEEG Artifact Removal

    Ho Chi Minh City University of Technology, Vietnam

  10. WearBCI Dataset: Understanding and Benchmarking Real-World Wearable Brain-Computer Interfaces Signals

    Mar 29, 2026Haoxian Liu, Hengle Jiang, Lanxuan Hong +1EEG Artifact RemovalBrain-Computer Interfaces

    Hong Kong University of Science and Technology, Hong Kong SAR, China