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Electroencephalography epilepsy
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Showing 151–175 of 2431 papers
Title
Date
Tasks
Status
Hype
Score
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease Assessment
Aug 17, 2024
Anomaly Detection
EEG
Code
Code Available
1
5
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation
Nov 18, 2022
ECG based Sleep Staging
EEG
Code
Code Available
1
5
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
5
Automatic detection of microsleep episodes with deep learning
Sep 7, 2020
Deep Learning
EEG
Code
Code Available
1
5
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification
Apr 14, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
BEATS: An Open-Source, High-Precision, Multi-Channel EEG Acquisition Tool System
Mar 4, 2022
4k
Brain Computer Interface
Code
Code Available
1
5
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data
Jan 28, 2021
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
Code
Code Available
1
5
BIOT: Cross-data Biosignal Learning in the Wild
May 10, 2023
EEG
Missing Values
Code
Code Available
1
5
edBB: Biometrics and Behavior for Assessing Remote Education
Dec 10, 2019
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction
Dec 22, 2023
cross-modal alignment
EEG
Code
Code Available
1
5
ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training
Jul 9, 2021
Automatic Sleep Stage Classification
Domain Adaptation
Code
Code Available
1
5
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection
Dec 19, 2024
Anomaly Detection
EEG
Code
Code Available
1
5
A DenseNet-based method for decoding auditory spatial attention with EEG
Sep 14, 2023
EEG
Code
Code Available
1
5
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
Nov 30, 2023
EEG
Motor Imagery
Code
Code Available
1
5
EEG2Mel: Reconstructing Sound from Brain Responses to Music
Jul 28, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
Embedding Decomposition for Artifacts Removal in EEG Signals
Dec 2, 2021
Decoder
Denoising
Code
Code Available
1
5
Closed loop BCI System for Cybathlon 2020
Dec 8, 2022
Brain Computer Interface
EEG
Code
Code Available
1
5
EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network
May 30, 2021
Deep Learning
EEG
Code
Code Available
1
5
Evaluation in EEG Emotion Recognition: State-of-the-Art Review and Unified Framework
May 14, 2025
EEG
EEG Emotion Recognition
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
Classification of Hand-Grasp Movements of Stroke Patients using EEG Data
Jun 4, 2021
Classification
EEG
Code
Code Available
1
5
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG
Apr 28, 2021
Automatic Sleep Stage Classification
EEG
Code
Code Available
1
5
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface
Mar 17, 2021
Binary Classification
Brain Computer Interface
Code
Code Available
1
5
EEG Channel Interpolation Using Deep Encoder-decoder Netwoks
Sep 21, 2020
Decoder
EEG
Code
Code Available
1
5
An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics
Dec 18, 2016
EEG
Electroencephalogram (EEG)
Code
Code Available
1
5
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