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Keyword

EEG decoding

Description: EEG decoding is the computational inference of mental states, intentions, or other target information from electroencephalographic signals.
OpenAlex ID: keywords/eeg-decoding
Deep learning with convolutional neural networks for EEG decoding and visualization
2017 · Robin Tibor Schirrmeister, Jost Tobias Springenberg, et al. · Human Brain Mapping · 3,722
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EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization
2022 · Yonghao Song, Qingqing Zheng, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 1,117
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Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review
2017 · Marco Congedo, Alexandre Barachant, et al. · Brain-Computer Interfaces · 450
Post-stroke Rehabilitation Training with a Motor-Imagery-Based Brain-Computer Interface (BCI)-Controlled Hand Exoskeleton: A Randomized Controlled Multicenter Trial
2017 · Alexander A. Frolov, Olesya Mokienko, et al. · Frontiers in Neuroscience · 399
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Reconstructing Three-Dimensional Hand Movements from Noninvasive Electroencephalographic Signals
2010 · Trent J. Bradberry, Rodolphe J. Gentili, et al. · Journal of Neuroscience · 360
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Errare machinale est: the use of error-related potentials in brain-machine interfaces
2014 · Ricardo Chavarriaga, Aleksander Sobolewski, et al. · Frontiers in Neuroscience · 312
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Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals
2020 · Ji-Hoon Jeong, Kyung-Hwan Shim, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 295
Dissociable Decoding of Spatial Attention and Working Memory from EEG Oscillations and Sustained Potentials
2017 · Gi-Yeul Bae, Steven J. Luck · Journal of Neuroscience · 267
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Neural Decoding of EEG Signals with Machine Learning: A Systematic Review
2021 · Maham Saeidi, Waldemar Karwowski, et al. · Brain Sciences · 261
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A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding
2019 · Yang Li, Xian-Rui Zhang, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 225
Deep learning with convolutional neural networks for decoding and visualization of EEG pathology
2017 · R. Schirrmeister, L. Gemein, et al. · IEEE Signal Processing in Medicine and Biology Symposium · 221
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Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
2008 · Blankertz, B., Kawanabe, M., et al. · 216
Multilevel Weighted Feature Fusion Using Convolutional Neural Networks for EEG Motor Imagery Classification
2019 · Syed Umar Amin, Mansour Alsulaiman, et al. · IEEE Access · 209
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Neural Speech Tracking in the Theta and in the Delta Frequency Band Differentially Encode Clarity and Comprehension of Speech in Noise
2019 · Octave Etard, Tobias Reichenbach · Journal of Neuroscience · 206
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BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains
2019 · Linxing Jiang, Andrea Stocco, et al. · Scientific Reports · 190
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LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interfaces and interpretability
2023 · Zhengqing Miao, Meirong Zhao, et al. · NeuroImage · 189
CTNet: a convolutional transformer network for EEG-based motor imagery classification
2024 · Wei Zhao, Xiaolu Jiang, et al. · Scientific Reports · 188
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From ERPs to MVPA Using the Amsterdam Decoding and Modeling Toolbox (ADAM)
2018 · Johannes J. Fahrenfort, Joram van Driel, et al. · Frontiers in Neuroscience · 177
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A Temporal-Spectral-Based Squeeze-and- Excitation Feature Fusion Network for Motor Imagery EEG Decoding
2021 · Yang Li, Lianghui Guo, et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 172
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Feature learning from incomplete EEG with denoising autoencoder
2015 · Junhua Li, Zbigniew Struzik, et al. · Neurocomputing · 163
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STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG
2022 · Enze Su, Siqi Cai, et al. · IEEE Transactions on Biomedical Engineering · 158
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Decoding Covert Speech From EEG-A Comprehensive Review
2021 · Jerrin Thomas Panachakel, Angarai Ganesan Ramakrishnan · Frontiers in Neuroscience · 155
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EEG decoding of spoken words in bilingual listeners: from words to language invariant semantic-conceptual representations
2015 · João M. Correia, Bernadette Jansma, et al. · Frontiers in Psychology · 153
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In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision
2010 · P. Sajda, E. Pohlmeyer, et al. · Proceedings of the IEEE · 153
Relationship between speed and EEG activity during imagined and executed hand movements
2010 · Han Yuan, Christopher Perdoni, et al. · Journal of Neural Engineering · 153
Works count: 2,353
Citation count: 28,440
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