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Electroencephalography epilepsy
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Showing 241–250 of 2431 papers
Title
Date
Tasks
Status
Hype
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
Oct 10, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording
Jan 10, 2024
Contrastive Learning
EEG
Code
Code Available
1
A Transformer-based deep neural network model for SSVEP classification
Oct 9, 2022
Brain Computer Interface
Classification
Code
Code Available
1
SLEEPYLAND: trust begins with fair evaluation of automatic sleep staging models
Jun 10, 2025
EEG
Sleep Staging
Code
Code Available
1
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification
Mar 7, 2025
Brain Computer Interface
Domain Adaptation
Code
Code Available
1
Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample Vicinity
Sep 12, 2023
Data Augmentation
EEG
Code
Code Available
1
A Lie Group Approach to Riemannian Batch Normalization
Mar 17, 2024
Action Recognition
EEG
Code
Code Available
1
Structure-Preserving Transformers for Sequences of SPD Matrices
Sep 14, 2023
EEG
EEG based sleep staging
Code
Code Available
1
A Deep Knowledge Distillation framework for EEG assisted enhancement of single-lead ECG based sleep staging
Dec 14, 2021
ECG based Sleep Staging
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
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