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EEG

Electroencephalography epilepsy

Papers

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Showing 2301–2325 of 2431 papers

TitleStatusHype
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked PotentialsCode0
Self-Organization Towards 1/f Noise in Deep Neural NetworksCode0
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain--Machine InterfacesCode0
DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signalCode0
Joint Learning of Full-structure Noise in Hierarchical Bayesian Regression ModelsCode0
CogniVal: A Framework for Cognitive Word Embedding EvaluationCode0
Cogni-Net: Cognitive Feature Learning through Deep Visual PerceptionCode0
KAM -- a Kernel Attention Module for Emotion Classification with EEG DataCode0
Neuroadaptive electroencephalography: a proof-of-principle study in infantsCode0
Evaluation Of P300 Speller Performance Using Large Language Models Along With Cross-Subject TrainingCode0
CogBERT: Cognition-Guided Pre-trained Language ModelsCode0
Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center studyCode0
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep StagingCode0
Quantifying Spatial Domain Explanations in BCI using Earth Mover's DistanceCode0
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing SignalsCode0
Direct Estimation of Differential Functional Graphical ModelsCode0
Data-Efficient Sleep Staging with Synthetic Time Series PretrainingCode0
Evaluating Fast Adaptability of Neural Networks for Brain-Computer InterfaceCode0
Towards Real-World BCI: CCSPNet, A Compact Subject-Independent Motor Imagery FrameworkCode0
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic DischargesCode0
Neurological Prognostication of Post-Cardiac-Arrest Coma Patients Using EEG Data: A Dynamic Survival Analysis Framework with Competing RisksCode0
Closed-Loop phase selection in EEG-TMS using Bayesian OptimizationCode0
Large Transformers are Better EEG LearnersCode0
RIGOLETTO -- RIemannian GeOmetry LEarning: applicaTion To cOnnectivity. A contribution to the Clinical BCI Challenge -- WCCI2020Code0
Classification of multivariate weakly-labelled time-series with attentionCode0
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