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- Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer
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- Enhancing the Classification Accuracy of EEG-Informed Inner Speech Decoder Using Multi-Wavelet Feature and Support Vector Machine
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- SingLEM: Single-Channel Large EEG Model
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- Neural-Driven Image Editing
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- Inner speech classification using inter-trial coherence framework for feature extraction
Diego Lopez-Bernal, David C. Balderas, P. Ponce, Arturo Molina · 2023 · 2023 19th International Symposium on Medical Information Processing and Analysis (SIPAIM)
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- Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
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- LEAF: Language-EEG Aligned Foundation Model for Brain-Computer Interfaces
Muyun Jiang, Shuailei Zhang, Zhenjie Yang, Mengjun Wu, Weibang Jiang, Zhiwei Guo, Wei Zhang, Rui Liu, Shangen Zhang, Yong Li, Yi Ding, Cuntai Guan · 2025 · n/a
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- EEG-based speech imagery decoding by dynamic hypergraph learning within projected and selected feature subspaces
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- Neural signals, machine learning, and the future of inner speech recognition
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- Cueless EEG Imagined Speech for Subject Identification: Dataset and Benchmarks
Ali Derakhshesh, Zahra Dehghanian, Reza Ebrahimpour, Hamid R. Rabiee · 2025 · IEEE Transactions on Biometrics, Behavior, and Identity Science
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- The Multiverse of Time Series Machine Learning: an Archive for Multivariate Time Series Classification
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- ELASTIQ: EEG-Language Alignment with Semantic Task Instruction and Querying
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- iTa-DFiE: An Innovative Tensor Algebra-Based Detection Framework for Incomplete Noninvasive Electroencephalography
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Liang Dong, Hengyi Shao, Lin Zhang, Lei Li · 2025 · Sensors
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Jingyu Gu, John Q. Gan, Haixian Wang · 2025 · Speech Communication
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Alexander Craik, Heather Dial, José L. Contreras-Vidal · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
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Aiden Rushbrooke, Saber Sami, Matthew Middlehurst, Anthony Bagnall · 2026 · UEA Digital Repository (University of East Anglia)
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Nicolás Nieto, Victoria Peterson, Hugo Rufiner, Juan Kamienkowski, Ruben Spies · 2026 · Open MIND
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