SOTAVerified

EEG

Electroencephalography epilepsy

Papers

Showing 276300 of 2431 papers

TitleStatusHype
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial NetworksCode1
K-EmoCon, a multimodal sensor dataset for continuous emotion recognition in naturalistic conversationsCode1
Calibration-free online test-time adaptation for electroencephalography motor imagery decodingCode1
Causal Recurrent Variational Autoencoder for Medical Time Series GenerationCode1
PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion RecognitionCode1
SGDR: Stochastic Gradient Descent with Warm RestartsCode1
LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interface paradigms and interpretabilityCode1
Classification of Hand-Grasp Movements of Stroke Patients using EEG DataCode1
Machine-Learning-Based Diagnostics of EEG PathologyCode1
HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for ElectroencephalographyCode0
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIsCode0
High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection ApproachCode0
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage ClassificationCode0
Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identificationCode0
Graph Convolutional Neural Networks for analysis of EEG signals, BCI applicationCode0
Geometric Neural Network based on Phase Space for BCI-EEG decodingCode0
A library of quantitative markers of seizure severityCode0
Generalized Concomitant Multi-Task Lasso for sparse multimodal regressionCode0
gen2Out: Detecting and Ranking Generalized AnomaliesCode0
ALFEE: Adaptive Large Foundation Model for EEG RepresentationCode0
From Euclidean to Riemannian Means: Information Geometry for SSVEP ClassificationCode0
A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure predictionCode0
Granger Causality using Neural NetworksCode0
FLEXtime: Filterbank learning to explain time seriesCode0
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer InterfacesCode0
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