EEG-to-Text Decoding

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16 papers4 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Thought-deciphering via hierarchical EEG-to-text alignment

    Nov 2, 2026Xiaopeng Mao, Morten Mørup, Xin Xu +2EEG-to-Text DecodingBrain-Computer Interfaces

    Department of Health Technology, Technical University of Denmark (DTU), Ørsteds Plads, Kongens Lyngby, 2800, Denmark. · Department of Applied Mathematics and Computer Science, Technical University of Denmark (DTU), Richard Petersens Plads, Kongens Lyngby, 2800, Denmark. · Department of Brain and Cognitive Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, City, 34141, Republic of Korea. +4

  2. Inner-Speech Decoding from EEG Across Three Corpora Under a Fixed Architecture and Protocol

    Nov 1, 2026Md Wahiduzzaman Suva, Md Imtiaj Alam Sajin, Esm E Moula Chowdhury Abha +5EEG DecodingEEG-to-Text Decoding

    Computer Science Department, American International University-Bangladesh, Dhaka, Bangladesh · Department of Software Engineering, N.I. Lobachevsky National Research Nizhny Novgorod State University, Nizhny Novgorod, Russia · School of Computing, RMIT University, Melbourne, Australia

  3. EEG-Captioner: Grounding EEG-to-Language Generation in Fundamental Signal Properties

    Oct 22, 2026Leyuan Jin, Jiahao Mei, Yixuan Yuan +3EEG-to-Text DecodingRepresentation Learning

    X-LANCE Lab, Shanghai Jiao Tong University, Shanghai, China · Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China

  4. Deep LLM layers expose passage-level context in EEG during silent reading

    Oct 16, 2026Ingo Marquardt, Anthilia Alchanat, Priyanka JainEEG DecodingEEG-to-Text Decoding

    nubrain

  5. Semantic Alignment of EEG and Text: A Contrastive Learning Framework for Decoding Imagined Speech

    Oct 14, 2026Shahryar G. Namdari, Francesco Iacomi, Riccardo Barbieri +1EEG DecodingEEG-to-Text Decoding

    Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milano, 20133, Italy

  6. Decoding silent reading from non-invasive EEG

    Aug 20, 2026Ingo Marquardt, Anthilia Alchanat, Priyanka JainEEG DecodingEEG-to-Text Decoding

    nubrain

  7. Joint Text-Audio Alignment for EEG-to-Text Decoding in Chinese Speech Production and Perception

    Jul 28, 2026Tian Zheng, Xurong Xie, Xinxin Zhu +2Cross-Modal Representation LearningEEG Decoding

    University of the Chinese Academy of Sciences · Institute of Software, Chinese Academy of Sciences · Beijing Language and Culture University

  8. Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark

    Jul 21, 2026Zihan Zhang, Yu Bao, Xiao Ding +2ElectroencephalographyEEG Decoding

    Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology · Shanghai Innovation Institute · Shanghai Innovation Institute, Shanghai, China +3

  9. Decoding EEG Signals to Explore Next-Word Predictability in the Human Brain

    Jul 17, 2026Boi Mai Quach, Binh T. Nguyen, Cathal Gurrin +1EEG-to-Text DecodingComputational Psycholinguistics

    School of Computing, ML-Labs, Department of Computer Science, School of Computing, ADAPT Centre, Dublin City University, Ireland · VNUHCM – University of Science

  10. A 1000-hour EEG-EMG-audio dataset of Japanese speech production

    May 31, 2026Motoshige Sato, Ilya Horiguchi, Masakazu Inoue +6ElectroencephalographyEEG-to-Text Decoding

    Araya Inc., Tokyo, Japan

  11. SYNAPSE: Neuro-Symbolic Visual Thought-to-Text Decoding via Topological Semantic Denoising

    May 27, 2026Akshaj Murhekar, Abhijit MishraLanguage Model DecodingEEG Decoding

    School of Information University of Texas at Austin

  12. RAG-based EEG-to-Text Translation Using Deep Learning and LLMs

    May 17, 2026Enrico Collautti, Xiaopeng Mao, Luca Tonin +2Retrieval-Augmented GenerationBrain-Computer Interfaces

    IAS-LAB, Department of Information Engineering, University of Padova, 35122 Padova (PD), Italy · Department of Health Technology, Technical University of Denmark, 2800 Kgs. Lyngby, Denmark · Padova Neuroscience Center, 35131 Padova (PD), Italy.

  13. Brain-CLIPLM: Semantic Compression for EEG-to-Text Decoding

    Mar 23, 2026Xiaoli Yang, Huiyuan Tian, Yurui Li +3EEG-to-Text DecodingEEG Decoding

    College of Computer Science and Technology, Zhejiang University, Hangzhou, China · State Key Lab of Brain-Machine Intelligence, Zhejiang University, Hangzhou, China

  14. CIPHER: Conformer-based Inference of Phonemes from High-density EEG

    Mar 22, 2026Varshith MadishettyEEG-to-Text DecodingConformer

  15. SENSE: Efficient EEG-to-Text via Privacy-Preserving Semantic Retrieval

    Mar 17, 2026Akshaj Murhekar, Christina Liu, Abhijit Mishra +2EEG-to-Text DecodingEEG Decoding

    The University of Texas at Austin School of Information Austin, Texas, USA · Institute of Applied Computer Science Łódź University of Technology Poland

  16. Hierarchic-EEG2Text: Assessing EEG-To-Text Decoding across Hierarchical Abstraction Levels

    Feb 24, 2026Anupam Sharma, Harish Katti, Prajwal Singh +2EEG DecodingEEG-to-Text Decoding

    IIT Gandhinagar Gandhinagar, Gujarat, India · NIMH, NIH USA