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EEG

Electroencephalography epilepsy

Papers

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Showing 51–100 of 2431 papers

TitleStatusHype
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery ClassificationCode1
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge DistillationCode1
EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural NetworkCode1
edBB: Biometrics and Behavior for Assessing Remote EducationCode1
EEG Channel Interpolation Using Deep Encoder-decoder NetwoksCode1
EEG-CLIP : Learning EEG representations from natural language descriptionsCode1
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEGCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement PredictionCode1
A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep stagingCode1
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking ApplicationsCode1
EEG-Based Emotion Recognition Using Regularized Graph Neural NetworksCode1
Domain-Invariant Representation Learning from EEG with Private EncodersCode1
Dreamento: an open-source dream engineering toolbox for sleep EEG wearablesCode1
Device JNEEG to convert Jetson Nano to brain-Computer interfaces. Short reportCode1
Deep comparisons of Neural Networks from the EEGNet familyCode1
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEGCode1
DTP-Net: Learning to Reconstruct EEG signals in Time-Frequency Domain by Multi-scale Feature ReuseCode1
EEG-Based Emotion Recognition Using Genetic Algorithm Optimized Multi-Layer PerceptronCode1
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery ClassificationCode1
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention DetectionCode1
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal ConversionCode1
Cross Task Neural Architecture Search for EEG Signal ClassificationsCode1
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-SeriesCode1
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNetCode1
Correct block-design experiments mitigate temporal correlation bias in EEG classificationCode1
Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal TransformerCode1
Causal Recurrent Variational Autoencoder for Medical Time Series GenerationCode1
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image ReconstructionCode1
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access SystemCode1
BIOT: Cross-data Biosignal Learning in the WildCode1
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data SetsCode1
ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-TrainingCode1
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality DetectionCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
Closed loop BCI System for Cybathlon 2020Code1
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion RecognitionCode1
A few filters are enough: Convolutional Neural Network for P300 DetectionCode1
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal InformationCode1
A Conversational Brain-Artificial Intelligence InterfaceCode1
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG dataCode1
EEG-based Emotional Video Classification via Learning Connectivity StructureCode1
Data augmentation for learning predictive models on EEG: a systematic comparisonCode1
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEGCode1
Classification of Hand-Grasp Movements of Stroke Patients using EEG DataCode1
Deep learning with convolutional neural networks for EEG decoding and visualizationCode1
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEGCode1
Disguising Personal Identity Information in EEG SignalsCode1
Decoding Human Attentive States from Spatial-temporal EEG Patches Using TransformersCode1
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