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Electroencephalography epilepsy
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Title
Date
Tasks
Status
Hype
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG
May 31, 2025
EEG
Text Generation
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
Hypergraph Multi-modal Large Language Model: Exploiting EEG and Eye-tracking Modalities to Evaluate Heterogeneous Responses for Video Understanding
Jul 11, 2024
EEG
Language Modeling
Code
Code Available
1
IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact Removal
Nov 19, 2021
Denoising
EEG
Code
Code Available
1
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial Networks
Feb 5, 2024
Brain Computer Interface
EEG
Code
Code Available
1
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classification
Feb 4, 2025
EEG
SSVEP
Code
Code Available
1
A Deep Neural Network for SSVEP-based Brain-Computer Interfaces
Nov 17, 2020
Brain Computer Interface
EEG
Code
Code Available
1
Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity
Jul 18, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data
Apr 29, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Artificial Intelligence for EEG Prediction: Applied Chaos Theory
Oct 3, 2023
EEG
Electroencephalogram (EEG)
Code
Code Available
1
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