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Electroencephalography epilepsy
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Showing 101–125 of 2431 papers
Title
Date
Tasks
Status
Hype
A Conversational Brain-Artificial Intelligence Interface
Feb 22, 2024
AI Agent
Brain Decoding
Code
Code Available
1
edBB: Biometrics and Behavior for Assessing Remote Education
Dec 10, 2019
EEG
Electroencephalogram (EEG)
Code
Code Available
1
EEG-based Emotional Video Classification via Learning Connectivity Structure
May 28, 2019
Classification
EEG
Code
Code Available
1
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks
Jul 18, 2019
EEG
EEG Emotion Recognition
Code
Code Available
1
EEG Channel Interpolation Using Deep Encoder-decoder Netwoks
Sep 21, 2020
Decoder
EEG
Code
Code Available
1
EEG-CLIP : Learning EEG representations from natural language descriptions
Mar 18, 2025
Contrastive Learning
EEG
Code
Code Available
1
EEGdenoiseNet: A benchmark dataset for end-to-end deep learning solutions of EEG denoising
Sep 24, 2020
Deep Learning
Denoising
Code
Code Available
1
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
eegFloss: A Python package for refining sleep EEG recordings using machine learning models
Jul 8, 2025
EEG
Sleep Staging
Code
Code Available
1
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals
Jun 5, 2018
Data Augmentation
EEG
Code
Code Available
1
CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet
May 17, 2021
Brain Computer Interface
Deep Learning
Code
Code Available
1
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces
Nov 23, 2016
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
Deep comparisons of Neural Networks from the EEGNet family
Feb 17, 2023
Brain Computer Interface
EEG
Code
Code Available
1
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
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
A Saliency based Feature Fusion Model for EEG Emotion Estimation
Jan 11, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
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
Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework
May 14, 2025
EEG
EEG Emotion Recognition
Code
Code Available
1
ExBrainable: An Open-Source GUI for CNN-based EEG Decoding and Model Interpretation
Jan 10, 2022
EEG
Eeg Decoding
Code
Code Available
1
Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model
Jun 17, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Automatic detection of microsleep episodes with deep learning
Sep 7, 2020
Deep Learning
EEG
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
BEATS: An Open-Source, High-Precision, Multi-Channel EEG Acquisition Tool System
Mar 4, 2022
4k
Brain Computer Interface
Code
Code Available
1
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