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EEG

Electroencephalography epilepsy

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Showing 1201–1250 of 2431 papers

TitleStatusHype
Physics-inform attention temporal convolutional network for EEG-based motor imagery classificationCode2
Neural Correlates of Face Familiarity Perception—0
Vector-Based Data Improves Left-Right Eye-Tracking Classifier Performance After a Covariate Distributional ShiftCode0
Six-center Assessment of CNN-Transformer with Belief Matching Loss for Patient-independent Seizure Detection in EEG—0
Significant changes in EEG neural oscillations during different phases of three-dimensional multiple object tracking task (3D-MOT) imply different roles for attention and working memory—0
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)—0
A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition—0
Time Majority Voting, a PC-based EEG Classifier for Non-expert UsersCode0
LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning—0
Continuous ErrP detections during multimodal human-robot interaction—0
Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task"—0
TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model MonitoringCode0
Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding—0
Human Brains Can't Detect Fake News: A Neuro-Cognitive Study of Textual Disinformation Susceptibility—0
Reliability and validity of TMS-EEG biomarkers—0
Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative RoboticsCode0
EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders—0
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeXCode1
Self-supervised Group Meiosis Contrastive Learning for EEG-Based Emotion RecognitionCode1
A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture—0
Schizophrenia detection based on EEG using Recurrent Auto-Encoder framework—0
Dreamento: an open-source dream engineering toolbox for sleep EEG wearablesCode1
Relating the fundamental frequency of speech with EEG using a dilated convolutional network—0
Task-oriented Self-supervised Learning for Anomaly Detection in ElectroencephalographyCode1
Improving Motor Imagery EEG Classification Based on Channel Selection Using a Deep Learning ArchitectureCode0
Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders—0
Automatic Sleep Scoring from Large-scale Multi-channel Pediatric EEGCode0
Global dynamics of neural mass models—0
A library of quantitative markers of seizure severityCode0
Multi-Channel Vision Transformer for Epileptic Seizure Prediction—0
Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis—0
Data augmentation for learning predictive models on EEG: a systematic comparisonCode1
Improving self-supervised pretraining models for epileptic seizure detection from EEG data—0
An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness—0
A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors—0
ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces—0
Deep representation of EEG data from Spatio-Spectral Feature Images—0
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural NetworksCode1
EPOC Emotiv EEG Basics—0
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking ApplicationsCode1
Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency ConsistencyCode2
Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface—0
Bispectrum-based Cross-frequency Functional Connectivity: Classification of Alzheimer's disease—0
Neonatal EEG graded for severity of background abnormalities in hypoxic-ischaemic encephalopathyCode0
HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration—0
Binary Single-dimensional Convolutional Neural Network for Seizure Prediction—0
Motiflets -- Simple and Accurate Detection of Motifs in Time SeriesCode1
MICAL: Mutual Information-Based CNN-Aided Learned FactorCode0
Investigating Brain Connectivity with Graph Neural Networks and GNNExplainerCode1
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