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EEG

Electroencephalography epilepsy

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Showing 2301–2350 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
An Interpretable and Efficient Sleep Staging Algorithm: DetectsleepNetCode0
Detection of tonic-clonic seizures in children with epilepsyCode0
LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness MonitoringCode0
Ensemble learning using individual neonatal data for seizure detectionCode0
An Emotion Recognition Embedded System using a Lightweight Deep Learning ModelCode0
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density RatiosCode0
Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst DetectionCode0
The Effect of Acute Stress on the Interpretability and Generalization of Schizophrenia Predictive Machine Learning ModelsCode0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Ensemble learning for alcoholism classification using EEG signalsCode0
Random matrix theory improved Fréchet mean of symmetric positive definite matricesCode0
Learning Representations from EEG with Deep Recurrent-Convolutional Neural NetworksCode0
Enriching Large-Scale Eventuality Knowledge Graph with Entailment RelationsCode0
Learning Robust Features using Deep Learning for Automatic Seizure DetectionCode0
Learning Robust Representations of Tonic-Clonic Seizures With Cyclic TransformerCode0
Cueless EEG imagined speech for subject identification: dataset and benchmarksCode0
Detection of REM Sleep Behaviour Disorder by Automated Polysomnography AnalysisCode0
Adaptive Modality Balanced Online Knowledge Distillation for Brain-Eye-Computer based Dim Object DetectionCode0
Reading Task Classification Using EEG and Eye-Tracking DataCode0
EnK: Encoding time-information in convolutionCode0
CSSSTN: A Class-sensitive Subject-to-subject Semantic Style Transfer Network for EEG Classification in RSVP TasksCode0
Advancing NLP with Cognitive Language Processing SignalsCode0
Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEGCode0
Enhancing the EEG Speech Match Mismatch Tasks With Word BoundariesCode0
State-transition dynamics of resting-state functional magnetic resonance imaging data: Model comparison and test-to-retest analysisCode0
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