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EEG

Electroencephalography epilepsy

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Showing 101–150 of 2431 papers

TitleStatusHype
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data SetsCode1
EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIsCode1
ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-TrainingCode1
Embedding Decomposition for Artifacts Removal in EEG SignalsCode1
A Conversational Brain-Artificial Intelligence InterfaceCode1
Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge DistillationCode1
Evaluation of Interpretability for Deep Learning algorithms in EEG Emotion Recognition: A case study in AutismCode1
ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model InterpretationCode1
Decoding Human Attentive States from Spatial-temporal EEG Patches Using TransformersCode1
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer InterfaceCode1
Deep comparisons of Neural Networks from the EEGNet familyCode1
Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention DetectionCode1
Dreamento: an open-source dream engineering toolbox for sleep EEG wearablesCode1
Generate your neural signals from mine: individual-to-individual EEG convertersCode1
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG DataCode1
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEGCode1
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals ForecastingCode1
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention DetectionCode1
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interfaceCode1
Data augmentation for learning predictive models on EEG: a systematic comparisonCode1
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video UnderstandingCode1
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact RemovalCode1
A Lie Group Approach to Riemannian Batch NormalizationCode1
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
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classificationCode1
Cross Task Neural Architecture Search for EEG Signal ClassificationsCode1
Correct block-design experiments mitigate temporal correlation bias in EEG classificationCode1
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal ConversionCode1
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNetCode1
Closed loop BCI System for Cybathlon 2020Code1
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal InformationCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series AnalysisCode1
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image ReconstructionCode1
Causal Recurrent Variational Autoencoder for Medical Time Series GenerationCode1
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-SeriesCode1
BEATS: An Open-Source, High-Precision, Multi-Channel EEG Acquisition Tool SystemCode1
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG dataCode1
Automatic detection of microsleep episodes with deep learningCode1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure AnalysisCode1
BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker ConditionsCode1
BIOT: Cross-data Biosignal Learning in the WildCode1
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access SystemCode1
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease AssessmentCode1
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality DetectionCode1
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI dataCode1
Classification of Hand-Grasp Movements of Stroke Patients using EEG DataCode1
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion RecognitionCode1
A DenseNet-based method for decoding auditory spatial attention with EEGCode1
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