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Electroencephalography epilepsy
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Showing 226–250 of 2431 papers
Title
Date
Tasks
Status
Hype
PiEEG kit - bioscience Lab in home for your Brain and Body
Mar 19, 2025
EEG
Code
Code Available
1
Real-time noise cancellation with Deep Learning
Nov 6, 2020
Deep Learning
EEG
Code
Code Available
1
A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
Jul 5, 2017
Classification
EEG
Code
Code Available
1
Real-Time Emotion Classification Using EEG Data Stream in E-Learning Contexts
Feb 25, 2021
Classification
EEG
Code
Code Available
1
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting
Jan 21, 2022
Diagnostic
EEG
Code
Code Available
1
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
Retrieving Filter Spectra in CNN for Explainable Sleep Stage Classification
Feb 10, 2025
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
Riemannian Multinomial Logistics Regression for SPD Neural Networks
May 18, 2023
Action Recognition
EEG
Code
Code Available
1
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts
Sep 22, 2022
Diagnostic
EEG
Code
Code Available
1
Seeing your sleep stage: cross-modal distillation from EEG to infrared video
Aug 11, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
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
SelfEEG: A Python library for Self-Supervised Learning in Electroencephalography
Dec 20, 2023
EEG
Self-Supervised Learning
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
Artificial Intelligence for EEG Prediction: Applied Chaos Theory
Oct 3, 2023
EEG
Electroencephalogram (EEG)
Code
Code Available
1
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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