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EEG
EEG
Electroencephalography epilepsy
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Showing 151–175 of 2431 papers
Title
Date
Tasks
Status
Hype
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System
Aug 17, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
Data augmentation for learning predictive models on EEG: a systematic comparison
Jun 29, 2022
Data Augmentation
EEG
Code
Code Available
1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Apr 16, 2021
Classification
EEG
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
ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease Assessment
Aug 17, 2024
Anomaly Detection
EEG
Code
Code Available
1
Deep comparisons of Neural Networks from the EEGNet family
Feb 17, 2023
Brain Computer Interface
EEG
Code
Code Available
1
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Mar 12, 2017
EEG
Electroencephalogram (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
A Conversational Brain-Artificial Intelligence Interface
Feb 22, 2024
AI Agent
Brain Decoding
Code
Code Available
1
An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG
Sep 23, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
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
Automatic detection of microsleep episodes with deep learning
Sep 7, 2020
Deep Learning
EEG
Code
Code Available
1
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
Feb 14, 2022
EEG
Electroencephalogram (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
EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network
May 30, 2021
Deep Learning
EEG
Code
Code Available
1
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks
Jul 18, 2019
EEG
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
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals
Feb 21, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting
Oct 22, 2024
Diagnostic
EEG
Code
Code Available
1
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction
Nov 6, 2021
EEG
Electroencephalogram (EEG)
Code
Code Available
1
EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network
Nov 17, 2020
EEG
Electroencephalogram (EEG)
Code
Code Available
1
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
EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification
Apr 14, 2022
EEG
Electroencephalogram (EEG)
Code
Code Available
1
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition
Mar 27, 2023
Data Augmentation
Domain Adaptation
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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