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Electroencephalography epilepsy
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Showing 276–300 of 2431 papers
Title
Date
Tasks
Status
Hype
Score
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial Networks
Feb 5, 2024
Brain Computer Interface
EEG
Code
Code Available
1
5
K-EmoCon, a multimodal sensor dataset for continuous emotion recognition in naturalistic conversations
May 8, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
Nov 30, 2023
EEG
Motor Imagery
Code
Code Available
1
5
Causal Recurrent Variational Autoencoder for Medical Time Series Generation
Jan 16, 2023
Causal Inference
Decoder
Code
Code Available
1
5
PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition
Apr 24, 2025
Contrastive Learning
EEG
Code
Code Available
1
5
SGDR: Stochastic Gradient Descent with Warm Restarts
Aug 13, 2016
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
LMDA-Net:A lightweight multi-dimensional attention network for general EEG-based brain-computer interface paradigms and interpretability
Mar 29, 2023
Brain Computer Interface
EEG
Code
Code Available
1
5
Classification of Hand-Grasp Movements of Stroke Patients using EEG Data
Jun 4, 2021
Classification
EEG
Code
Code Available
1
5
Machine-Learning-Based Diagnostics of EEG Pathology
Feb 11, 2020
BIG-bench Machine Learning
EEG
Code
Code Available
1
5
HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography
Sep 11, 2019
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs
Nov 4, 2024
Adversarial Defense
Classification
Code
Code Available
0
5
High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach
May 6, 2021
Dimensionality Reduction
EEG
Code
Code Available
0
5
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
Jul 9, 2020
Automatic Sleep Stage Classification
Classification
Code
Code Available
0
5
Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identification
Aug 3, 2017
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Graph Convolutional Neural Networks for analysis of EEG signals, BCI application
Jun 16, 2020
Deep Learning
EEG
Code
Code Available
0
5
Geometric Neural Network based on Phase Space for BCI-EEG decoding
Mar 8, 2024
Brain Computer Interface
EEG
Code
Code Available
0
5
A library of quantitative markers of seizure severity
Jun 30, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Generalized Concomitant Multi-Task Lasso for sparse multimodal regression
May 27, 2017
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
gen2Out: Detecting and Ranking Generalized Anomalies
Sep 6, 2021
Anomaly Detection
EEG
Code
Code Available
0
5
ALFEE: Adaptive Large Foundation Model for EEG Representation
May 7, 2025
EEG
Code
Code Available
0
5
From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification
Apr 3, 2016
Classification
EEG
Code
Code Available
0
5
A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction
Feb 9, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
Granger Causality using Neural Networks
Aug 7, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
0
5
FLEXtime: Filterbank learning to explain time series
Nov 6, 2024
EEG
Time Series
Code
Code Available
0
5
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces
Dec 2, 2024
Brain Computer Interface
EEG
Code
Code Available
0
5
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