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EEG
Electroencephalography epilepsy
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Showing 51–75 of 2431 papers
Title
Date
Tasks
Status
Hype
Device JNEEG to convert Jetson Nano to brain-Computer interfaces. Short report
Jan 23, 2023
Brain Computer Interface
EEG
Code
Code Available
1
Cross Task Neural Architecture Search for EEG Signal Classifications
Oct 1, 2022
Brain Computer Interface
EEG
Code
Code Available
1
Correct block-design experiments mitigate temporal correlation bias in EEG classification
Nov 25, 2020
Classification
EEG
Code
Code Available
1
CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion
Nov 13, 2023
Contrastive Learning
EEG
Code
Code Available
1
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information
Dec 13, 2024
EEG
Electroencephalogram (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
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
Decoding Covert Speech from EEG Using a Functional Areas Spatio-Temporal Transformer
Apr 2, 2025
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
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series
Oct 21, 2023
Contrastive 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
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications
Jun 17, 2022
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
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
Nov 30, 2023
EEG
Motor Imagery
Code
Code Available
1
Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG
May 31, 2025
EEG
Text Generation
Code
Code Available
1
Causal Recurrent Variational Autoencoder for Medical Time Series Generation
Jan 16, 2023
Causal Inference
Decoder
Code
Code Available
1
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition
Apr 12, 2025
EEG
Emotion Recognition
Code
Code Available
1
DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
Oct 15, 2024
EEG
Code
Code Available
1
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG
Jul 26, 2023
Denoising
EEG
Code
Code Available
1
EEG-based Emotional Video Classification via Learning Connectivity Structure
May 28, 2019
Classification
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
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
BEATS: An Open-Source, High-Precision, Multi-Channel EEG Acquisition Tool System
Mar 4, 2022
4k
Brain Computer Interface
Code
Code Available
1
BIOT: Cross-data Biosignal Learning in the Wild
May 10, 2023
EEG
Missing Values
Code
Code Available
1
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