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Electroencephalography epilepsy
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Showing 171–180 of 2431 papers
Title
Date
Tasks
Status
Hype
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals
Jun 5, 2018
Data Augmentation
EEG
Code
Code Available
1
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
Apr 28, 2021
Automatic Sleep Stage Classification
EEG
Code
Code Available
1
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
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification
Apr 14, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIs
Dec 27, 2024
EEG
Few-Shot Learning
Code
Code Available
1
EEG Synthetic Data Generation Using Probabilistic Diffusion Models
Mar 6, 2023
Brain Computer Interface
Data Augmentation
Code
Code Available
1
EEG-to-Text Translation: A Model for Deciphering Human Brain Activity
May 20, 2025
Decoder
EEG
Code
Code Available
1
BASEN: Time-Domain Brain-Assisted Speech Enhancement Network with Convolutional Cross Attention in Multi-talker Conditions
May 17, 2023
EEG
Speech Enhancement
Code
Code Available
1
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction
Dec 22, 2023
cross-modal alignment
EEG
Code
Code Available
1
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition
May 12, 2024
Contrastive Learning
EEG
Code
Code Available
1
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