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EEG

Electroencephalography epilepsy

Papers

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Showing 201–225 of 2431 papers

TitleStatusHype
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic SettingCode1
NEAR - Newborns EEG Artifact RemovalCode1
A Saliency based Feature Fusion Model for EEG Emotion EstimationCode1
ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model InterpretationCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep stagingCode1
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment ClassificationCode1
Embedding Decomposition for Artifacts Removal in EEG SignalsCode1
Scalable Machine Learning Architecture for Neonatal Seizure Detection on Ultra-Edge DevicesCode1
Evaluation of Interpretability for Deep Learning algorithms in EEG Emotion Recognition: A case study in AutismCode1
Subject-Independent Drowsiness Recognition from Single-Channel EEG with an Interpretable CNN-LSTM modelCode1
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact RemovalCode1
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement PredictionCode1
EEG-Based Emotion Recognition Using Genetic Algorithm Optimized Multi-Layer PerceptronCode1
Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder FrameworkCode1
Self-supervised EEG Representation Learning for Automatic Sleep StagingCode1
Low-cost brain computer interface for everyday useCode1
Self-supervised Contrastive Learning for EEG-based Sleep StagingCode1
Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activityCode1
MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion RecognitionCode1
ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-TrainingCode1
EEG-ConvTransformer for Single-Trial EEG based Visual Stimuli ClassificationCode1
Extracting Different Levels of Speech Information from EEG Using an LSTM-Based ModelCode1
Transformer-based Spatial-Temporal Feature Learning for EEG DecodingCode1
Classification of Hand-Grasp Movements of Stroke Patients using EEG DataCode1
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