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EEG

Electroencephalography epilepsy

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Showing 1301–1350 of 2431 papers

TitleStatusHype
Convolutional Neural Networks with A Topographic Representation Module for EEG-Based Brain-Computer Interfaces—0
Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition—0
A Monotonicity Constrained Attention Module for Emotion Classification with Limited EEG DataCode0
EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity—0
KAM -- a Kernel Attention Module for Emotion Classification with EEG DataCode0
Convolutional Spiking Neural Networks for Detecting Anticipatory Brain Potentials Using Electroencephalogram—0
EEG Machine Learning for Analysis of Mild Traumatic Brain Injury: A survey—0
Classifier Transfer with Data Selection Strategies for Online Support Vector Machine Classification with Class Imbalance—0
Machine Learning-based EEG Applications and Markets—0
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding—0
Learning from imperfect training data using a robust loss function: application to brain image segmentationCode0
Granger Causality using Neural NetworksCode0
See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity—0
Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signalsCode0
On the relation between EEG microstates and cross-spectra—0
Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG—0
An intertwined neural network model for EEG classification in brain-computer interfaces—0
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
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
Continuous ErrP detections during multimodal human-robot interaction—0
LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning—0
TRUST-LAPSE: An Explainable and Actionable Mistrust Scoring Framework for Model MonitoringCode0
Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task"—0
Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding—0
Reliability and validity of TMS-EEG biomarkers—0
Upper Limb Movement Recognition utilising EEG and EMG Signals for Rehabilitative RoboticsCode0
Human Brains Can't Detect Fake News: A Neuro-Cognitive Study of Textual Disinformation Susceptibility—0
EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders—0
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
Relating the fundamental frequency of speech with EEG using a dilated convolutional network—0
Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders—0
Improving Motor Imagery EEG Classification Based on Channel Selection Using a Deep Learning ArchitectureCode0
A library of quantitative markers of seizure severityCode0
Automatic Sleep Scoring from Large-scale Multi-channel Pediatric EEGCode0
Global dynamics of neural mass models—0
Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis—0
Multi-Channel Vision Transformer for Epileptic Seizure Prediction—0
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
Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface—0
EPOC Emotiv EEG Basics—0
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