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EEG

Electroencephalography epilepsy

Papers

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Showing 151–200 of 2431 papers

TitleStatusHype
Deep comparisons of Neural Networks from the EEGNet familyCode1
Device JNEEG to convert Jetson Nano to brain-Computer interfaces. Short reportCode1
Causal Recurrent Variational Autoencoder for Medical Time Series GenerationCode1
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep StagingCode1
Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEGCode1
Towards Voice Reconstruction from EEG during Imagined SpeechCode1
Closed loop BCI System for Cybathlon 2020Code1
Enhancing Low-Density EEG-Based Brain-Computer Interfaces with Similarity-Keeping Knowledge DistillationCode1
Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative TrainingCode1
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge DistillationCode1
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG DataCode1
Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective from the Time-Frequency AnalysisCode1
fMRI from EEG is only Deep Learning away: the use of interpretable DL to unravel EEG-fMRI relationshipsCode1
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive EvaluationCode1
A Transformer-based deep neural network model for SSVEP classificationCode1
MAtt: A Manifold Attention Network for EEG DecodingCode1
Cross Task Neural Architecture Search for EEG Signal ClassificationsCode1
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution ShiftsCode1
SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive LearningCode1
Transfer Learning of an Ensemble of DNNs for SSVEP BCI Spellers without User-Specific TrainingCode1
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access SystemCode1
Self-Supervised Learning for Anomalous Channel Detection in EEG Graphs: Application to Seizure AnalysisCode1
Seeing your sleep stage: cross-modal distillation from EEG to infrared videoCode1
Can Brain Signals Reveal Inner Alignment with Human Languages?Code1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeXCode1
Self-supervised Group Meiosis Contrastive Learning for EEG-Based Emotion RecognitionCode1
Dreamento: an open-source dream engineering toolbox for sleep EEG wearablesCode1
Task-oriented Self-supervised Learning for Anomaly Detection in ElectroencephalographyCode1
Data augmentation for learning predictive models on EEG: a systematic comparisonCode1
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural NetworksCode1
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking ApplicationsCode1
Motiflets -- Simple and Accurate Detection of Motifs in Time SeriesCode1
Learning Generative Factors of EEG Data with Variational auto-encodersCode1
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEGCode1
Neuro-BERT: Rethinking Masked Autoencoding for Self-supervised Neurological PretrainingCode1
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery ClassificationCode1
GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion RecognitionCode1
mulEEG: A Multi-View Representation Learning on EEG SignalsCode1
Interpretable EEG seizure prediction using a multiobjective evolutionary algorithmCode1
BEATS: An Open-Source, High-Precision, Multi-Channel EEG Acquisition Tool SystemCode1
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG SignalsCode1
Priming Cross-Session Motor Imagery Classification with A Universal Deep Domain Adaptation FrameworkCode1
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data SetsCode1
Towards Best Practice of Interpreting Deep Learning Models for EEG-based Brain Computer InterfacesCode1
PARSE: Pairwise Alignment of Representations in Semi-Supervised EEG Learning for Emotion RecognitionCode1
Advanced sleep spindle identification with neural networksCode1
Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery ClassificationCode1
Domain-Invariant Representation Learning from EEG with Private EncodersCode1
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