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EEG
Electroencephalography epilepsy
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Showing 126–150 of 2431 papers
Title
Date
Tasks
Status
Hype
IncepFormerNet: A multi-scale multi-head attention network for SSVEP classification
Feb 4, 2025
EEG
SSVEP
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
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
Closed loop BCI System for Cybathlon 2020
Dec 8, 2022
Brain Computer Interface
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
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
Nov 30, 2023
EEG
Motor Imagery
Code
Code Available
1
Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series Analysis
Aug 5, 2024
Classification
EEG
Code
Code Available
1
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction
Dec 22, 2023
cross-modal alignment
EEG
Code
Code Available
1
Causal Recurrent Variational Autoencoder for Medical Time Series Generation
Jan 16, 2023
Causal Inference
Decoder
Code
Code Available
1
Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series
Oct 21, 2023
Contrastive Learning
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
Automatic detection of microsleep episodes with deep learning
Sep 7, 2020
Deep Learning
EEG
Code
Code Available
1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Apr 16, 2021
Classification
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
BIOT: Cross-data Biosignal Learning in the Wild
May 10, 2023
EEG
Missing Values
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
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease Assessment
Aug 17, 2024
Anomaly Detection
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
Augmenting interictal mapping with neurovascular coupling biomarkers by structured factorization of epileptic EEG and fMRI data
Apr 29, 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
CMCRD: Cross-Modal Contrastive Representation Distillation for Emotion Recognition
Apr 12, 2025
EEG
Emotion Recognition
Code
Code Available
1
A DenseNet-based method for decoding auditory spatial attention with EEG
Sep 14, 2023
EEG
Code
Code Available
1
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