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Electroencephalography epilepsy
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Showing 251–275 of 2431 papers
Title
Date
Tasks
Status
Hype
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications
Jun 17, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Towards Best Practice of Interpreting Deep Learning Models for EEG-based Brain Computer Interfaces
Feb 12, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Towards gaze-independent c-VEP BCI: A pilot study
Mar 22, 2024
Brain Computer Interface
EEG
Code
Code Available
1
Towards Voice Reconstruction from EEG during Imagined Speech
Jan 2, 2023
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
Code
Code Available
1
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals
Feb 21, 2022
EEG
Electroencephalogram (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 noise cancellation with Deep Learning
Nov 6, 2020
Deep 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
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Apr 16, 2021
Classification
EEG
Code
Code Available
1
EEG-based Emotional Video Classification via Learning Connectivity Structure
May 28, 2019
Classification
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
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
A Deep Neural Network for SSVEP-based Brain-Computer Interfaces
Nov 17, 2020
Brain Computer Interface
EEG
Code
Code Available
1
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System
Aug 17, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series
Oct 21, 2023
Contrastive Learning
EEG
Code
Code Available
1
CwA-T: A Channelwise AutoEncoder with Transformer for EEG Abnormality Detection
Dec 19, 2024
Anomaly Detection
EEG
Code
Code Available
1
Device JNEEG to convert Jetson Nano to brain-Computer interfaces. Short report
Jan 23, 2023
Brain Computer Interface
EEG
Code
Code Available
1
Spatiotemporal patterns of adaptation-induced slow oscillations in a whole-brain model of slow-wave sleep
Nov 30, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Classification of Hand-Grasp Movements of Stroke Patients using EEG Data
Jun 4, 2021
Classification
EEG
Code
Code Available
1
Closed loop BCI System for Cybathlon 2020
Dec 8, 2022
Brain Computer Interface
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
Correct block-design experiments mitigate temporal correlation bias in EEG classification
Nov 25, 2020
Classification
EEG
Code
Code Available
1
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging
Jan 9, 2023
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Artificial Intelligence for EEG Prediction: Applied Chaos Theory
Oct 3, 2023
EEG
Electroencephalogram (EEG)
Code
Code Available
1
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
Dec 10, 2024
Brain Computer Interface
EEG
Code
Code Available
1
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