Cross-Session EEG Decoding

EEG: Electroencephalography

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9 papers1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. GRAFT-EEG: Gauge-Aware Physical Field Transport for Cross-Dataset Motor-Imagery EEG

    Oct 16, 2026Ying Zhou, Mengting LiuCross-Session EEG DecodingEEG Decoding

    School of Biomedical Engineering, Shenzhen Campus of Sun Yat-sen University

  2. EEG-VID: Task-Guided Latent Predictive Pretraining for EEG Decoding and Assistive Target Selection

    Sep 1, 2026Guanzhong Sun, Junyi Ma, Yuxuan Wu +2Cross-Subject EEG DecodingSelf-Supervised Pre-Training

    School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China · School of Automation and Intelligent Sensing, Shanghai Jiao Tong University, Shanghai, China · Shanghai Innovation Institute, Shanghai, China +1

  3. Contrastive Learning with Variational Regularization for Multi-Session EEG-to-Speech Decoding

    Aug 17, 2026Tomoaki Mizuno, Toru NakashikaCross-Session EEG DecodingEEG Decoding

    The University of Electro-Communications, Tokyo, Japan

  4. Multi-Feature Riemannian Hypergraph for Online Test-Time Adaptation of Motor Imagery Brain-Computer Interface

    Aug 17, 2026Siqi Li, Zhi Li, Tong Liu +5Cross-Session EEG DecodingMI Classification

    Peking University · Chinese Institute for Brain Research, Beijing · NeuCyber Neurotech +2

  5. EEG-PRIME: Prototype-Aligned Representation Learning with Multi-Level Conditioning for EEG Decoding

    Aug 13, 2026Shuailei Zhang, Muyun Jiang, Wei Zhang +5Cross-Subject EEG DecodingZero-Shot Learning

    College of Computing and Data Science, Nanyang Technological University, Singapore · Southeast University, China · Centre for AI in Medicine, Nanyang Technological University, Singapore

  6. Checkpoint Selection and Evaluation in EEG Emotion Recognition

    Jul 30, 2026Hanting Suo, Hongxun Wang, Yuwen LiEEG DecodingEEG Emotion Recognition

    School of Instrument Science and Engineering, Southeast University, Nanjing, 210096, China. · The State Key Laboratory of Bioelectronics, Southeast University, Nanjing, 210096, China.

  7. ATCNet-CIAM for Multi-Session Motor Imagery EEG Signal Classification

    Jul 26, 2026Le Huu Son Hai, Nguyen Chi Hai, Truong Viet Vu +3MI ClassificationBrain-Computer Interfaces

    Faculty of Information Technology, Van Lang School of Technology, Van Lang University, Ho Chi Minh City 70000, Vietnam

  8. Routing on the Stiefel Manifold: When Does Adaptive Subspace Selection Help for Cross-Domain EEG Decoding?

    May 29, 2026Isabella Costa Maia, Pedro L. C. Rodrigues, Salem Said +1Cross-Subject EEG DecodingStiefel Manifold Optimization

    GIPSA-lab, University Grenoble Alpes, CNRS, Grenoble-INP · Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK · Univ. Grenoble Alpes, CNRS, Grenoble INP, LJK

  9. L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark

    May 21, 2026Angqi Li, Ab Basit Rafi Syed, Hamzeh Alzweri +3ElectroencephalographyEEG Decoding

    Department of CMSE Michigan State University East Lansing, MI 48824 · Department of CSE Michigan State University East Lansing, MI 48824 · Department of Psychology Michigan State University East Lansing, MI 48824 +2