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Electroencephalography epilepsy
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Showing 231–240 of 2431 papers
Title
Date
Tasks
Status
Hype
Score
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data
Oct 27, 2022
Domain Adaptation
EEG
Code
Code Available
1
5
EEG Synthetic Data Generation Using Probabilistic Diffusion Models
Mar 6, 2023
Brain Computer Interface
Data Augmentation
Code
Code Available
1
5
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG
May 30, 2021
EEG
EEG Signal Classification
Code
Code Available
1
5
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces
May 31, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
SeizureTransformer: Scaling U-Net with Transformer for Simultaneous Time-Step Level Seizure Detection from Long EEG Recordings
Apr 1, 2025
Decoder
EEG
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
Self-supervised Contrastive Learning for EEG-based Sleep Staging
Sep 16, 2021
Contrastive Learning
EEG
Code
Code Available
1
5
Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model
Feb 8, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
A 1D CNN for high accuracy classification and transfer learning in motor imagery EEG-based brain-computer interface
Jan 6, 2022
Brain Computer Interface
Data Augmentation
Code
Code Available
1
5
Foundational GPT Model for MEG
Apr 14, 2024
EEG
model
Code
Code Available
1
5
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