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Electroencephalography epilepsy
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Showing 221–230 of 2431 papers
Title
Date
Tasks
Status
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A novel Fourier Adjacency Transformer for advanced EEG emotion recognition
Feb 28, 2025
EEG
EEG Emotion Recognition
Code
Code Available
1
5
EEG-CLIP : Learning EEG representations from natural language descriptions
Mar 18, 2025
Contrastive Learning
EEG
Code
Code Available
1
5
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting
Oct 22, 2024
Diagnostic
EEG
Code
Code Available
1
5
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals
Jun 5, 2018
Data Augmentation
EEG
Code
Code Available
1
5
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction
Nov 6, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
eegFloss: A Python package for refining sleep EEG recordings using machine learning models
Jul 8, 2025
EEG
Sleep Staging
Code
Code Available
1
5
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space
Aug 19, 2020
Binary Classification
Decision Making
Code
Code Available
1
5
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network
Nov 17, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification
Jan 24, 2021
Brain Computer Interface
Classification
Code
Code Available
1
5
Evaluation of Interpretability for Deep Learning algorithms in EEG Emotion Recognition: A case study in Autism
Nov 25, 2021
EEG
EEG Emotion Recognition
Code
Code Available
1
5
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