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EEG Emotion Recognition
EEG Emotion Recognition
Emotion Recognition using EEG signals
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Showing 11–20 of 35 papers
Title
Date
Tasks
Status
Hype
Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition
Jun 20, 2024
Diagnostic
EEG
Code
Code Available
2
CLDTA: Contrastive Learning based on Diagonal Transformer Autoencoder for Cross-Dataset EEG Emotion Recognition
Jun 12, 2024
Contrastive Learning
EEG
—
Unverified
0
M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition
Apr 24, 2024
Deep Learning
Domain Adaptation
—
Unverified
0
Cascaded Self-supervised Learning for Subject-independent EEG-based Emotion Recognition
Mar 6, 2024
Contrastive Learning
Deep Learning
—
Unverified
0
Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for Neurohumanities
Jan 28, 2024
Arousal Estimation
Dominance Estimation
Code
Code Available
0
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition
Aug 30, 2023
Classification
EEG
Code
Code Available
1
EEG-based Emotion Style Transfer Network for Cross-dataset Emotion Recognition
Aug 9, 2023
EEG
EEG Emotion Recognition
—
Unverified
0
A Hybrid End-to-End Spatio-Temporal Attention Neural Network with Graph-Smooth Signals for EEG Emotion Recognition
Jul 6, 2023
EEG
EEG Emotion Recognition
—
Unverified
0
Temporal Aware Mixed Attention-based Convolution and Transformer Network (MACTN) for EEG Emotion Recognition
May 18, 2023
EEG
EEG Emotion Recognition
—
Unverified
0
CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition
May 7, 2023
EEG
EEG Emotion Recognition
—
Unverified
0
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