EEG Seizure Detection

EEG: Electroencephalography

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

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  1. Lightweight Semantic EEG Foundation Model for Frozen Cross-Disorder Transfer

    Oct 4, 2026Rita Huan-Ting Peng, Nhat BuiEEG Seizure DetectionSelf-Supervised Pre-Training

    University of Illinois Urbana–Champaign, Urbana, IL, USA · Carle Foundation Hospital, Urbana, IL, USA

  2. NeurDuo-EEG: A Long-Sequence EEG Foundation Model with Persistent State and Explicit Memory

    Sep 29, 2026Yifan Wang, Haiping Liu, Yang Cui +13Memory-Augmented Neural NetworksElectroencephalography

    University of Manchester · ETH Zürich · Shanghai Jiao Tong University +5

  3. Spatiotemporal Hyperedges for EEG Seizure Detection and Prediction

    Sep 29, 2026Hyunju Kim, Sheo Yon Jhin, Noseong Park +1EEG Seizure DetectionGraph Neural Networks

    School of Computational Science and Engineering Georgia Institute of Technology Atlanta, GA, USA · School of Computing Korea Advanced Institute of Science and Technology Daejeon, Republic of Korea

  4. PHASE: A Physiology-Guided Hierarchical Foundation Model for Intracranial EEG

    Sep 28, 2026Yipeng Zhang, Chenda Duan, Yuanyi Ding +10EEG Seizure DetectionRepresentation Learning

    UCLA Samueli School of Engineering · UCLA Mattel Children’s Hospital, David Geffen School of Medicine · Children’s Hospital of Michigan, Wayne State University School of Medicine +1

  5. DCRA: Diffusion-Conditioned Representation Alignment for Robust Time-Series Learning

    Sep 14, 2026Wenrui Xu, Anas Enanaa, Keshab K. ParhiEEG Seizure DetectionRepresentation Learning

    University of Minnesota, Twin Cities

  6. RobustSeiz: An Open-Source Framework for Benchmarking the Robustness of EEG Seizure Detection Models

    Sep 3, 2026Mohammad Mohammadi, Alireza ZareiDistribution Shift RobustnessEEG Seizure Detection

    Department of Mathematical Sciences, Sharif University of Technology, Tehran, Iran

  7. Detecting seizure onset and offset times using human intelligence: A critical-transitions-based approach

    Jul 29, 2026Andrew Flynn, Cian McCafferty, Klaus Lehnertz +4ElectroencephalographyEEG Seizure Detection

    School of Mathematical Sciences, University College Cork, T12 XF62 Cork, Ireland. · INFANT Research Centre, University College Cork, T12 DC4A Cork, Ireland. · Department of Anatomy & Neuroscience, University College Cork, Cork, Ireland. +6

  8. Multimodal Pretraining for Generalizable EEG Representation Learning

    Jul 23, 2026Targol Bakhtiarvand, Jugal Kalita, Adham AtyabiCross-Subject EEG DecodingElectroencephalography

    Department of Computer Science, University of Colorado Colorado Springs, Colorado Springs, CO, USA

  9. NeuroGRIP: Retrieval-Augmented Graph Refinement for Knowledge-Grounded EEG Seizure Diagnosis

    Jul 15, 2026Lincan Li, Zheng Chen, Yushun DongGraph Structure LearningElectroencephalography

    Department of Computer Science, Florida State University, Tallahassee, United States · SANKEN, The University of Osaka, Japan.

  10. DiffEEG: A Self-Supervised Denoising Diffusion Model for Learning EEG Generic Representations

    Jul 13, 2026Abdulkader Helwan, Lina Abou-Abbas, Hussein El Amouri +2ElectroencephalographyEEG Seizure Detection

    Department of Electrical and Computer Engineering, Lebanese American University, Byblos, Lebanon · Institute of Applied Artificial Intelligence, T´ELUQ University, Montreal, Canada

  11. From Handcrafted Features to Functional Edge Learning: Evolution of EEG Seizure Detection Frameworks

    Jun 20, 2026Sepideh Kheirollahi, Mohammad Rasoul RoshanshahElectroencephalographyEEG Seizure Detection

    School of Electrical and Computer Engineering College of Engineering, University of Tehran Tehran, Iran

  12. Reducing the Complexity of Deep Learning Models for EEG Analysis on Wearable Devices

    Jun 10, 2026Farough Shayeste Roodi, Parham Zilouchian Moghaddam, Mahdi Mohammadi-nasab +3ElectroencephalographyEEG Seizure Detection

    School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran · Intelligent Future Technologies (IFT), Mälardalen University, Väster˚as, Sweden · Department of Computer Systems, Tallinn University of Technology (TalTech), Tallinn, Estonia

  13. EEG-FuseFormer: A Transformer-Driven Feature Fusion Framework for Seizure Onset Prediction

    Jun 1, 2026Vigneshwar Hariharan, Chithra Reghuvaran, Arlene John +4ElectroencephalographyEEG Seizure Detection

    National University of Singapore · University College Dublin · University of Twente +1

  14. CLSP-REQA: A Real-Time Quality-Aware Closed-Loop Seizure Prediction Framework with Mamba-BiLSTM and Confidence-Gated Intervention

    May 21, 2026Mufeng Chen, Qi Wu, Bingchao Huang +4ElectroencephalographyEEG Seizure Detection

    Department of Engineering Science, University of Oxford, Oxford OX1 3PJ, United Kingdom · Mathematical Institute, University of Oxford, Oxford OX2 6GG, United Kingdom · School of Computer Science and Engineering, Beihang University, Beijing 100191, China +4

  15. LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis

    Apr 30, 2026Lincan Li, Zheng Chen, Yushun DongGraph Structure LearningElectroencephalography

    Department of Computer Science, Florida State University · 2SANKEN, The University of Osaka

  16. A Multimodal Pre-trained Network for Integrated EEG-Video Seizure Detection

    Apr 29, 2026Tong Lu, Ke Xu, Zimo Zhang +12ElectroencephalographyEEG Seizure Detection

    Beijing Institute for Brain Research, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 102206, China · Chinese Institute for Brain Research, Beijing, Beijing, 102206, China · Department of Neurosurgery, SanBo Brain Hospital, Capital Medical University, Beijing, 100018, China +4

  17. EEGDM: Label-Efficient EEG Representation Learning with Generative Diffusion Model

    Aug 13, 2025Jia Hong Puah, Sim Kuan Goh, Ziwei Zhang +6ElectroencephalographyEEG Seizure Detection

    School of Artificial Intelligence and Robotics, Xiamen University Malaysia · School of Energy and Chemical Engineering, Xiamen University Malaysia · Department of Biomedical Engineering, Universiti Malaya +3