Consumer-friendly EEG-based Emotion Recognition System: A Multi-scale Convolutional Neural Network Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Ly, Tri Duc, Ngo, Gia H. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DAMSDAN: Distribution-Aware Multi-Source Domain Adaptation Network for Cross-Domain EEG-based Emotion Recognition
by: Hu, Fo, et al.
Published: (2025)
by: Hu, Fo, et al.
Published: (2025)
Momentum Contrastive Learning with Enhanced Negative Sampling and Hard Negative Filtering
by: Hoang, Duy, et al.
Published: (2025)
by: Hoang, Duy, et al.
Published: (2025)
Focal Loss based Residual Convolutional Neural Network for Speech Emotion Recognition
by: Tripathi, Suraj, et al.
Published: (2019)
by: Tripathi, Suraj, et al.
Published: (2019)
Multi-scale Transformer-based Network for Emotion Recognition from Multi Physiological Signals
by: Vu, Tu, et al.
Published: (2023)
by: Vu, Tu, et al.
Published: (2023)
Spatiotemporal Convolutions on EEG signal -- A Representation Learning Perspective on Efficient and Explainable EEG Classification with Convolutional Neural Nets
by: Dixen, Laurits, et al.
Published: (2026)
by: Dixen, Laurits, et al.
Published: (2026)
EvoFA: Evolvable Fast Adaptation for EEG Emotion Recognition
by: Jin, Ming, et al.
Published: (2024)
by: Jin, Ming, et al.
Published: (2024)
DeepStage: Learning Autonomous Defense Policies Against Multi-Stage APT Campaigns
by: Phan, Trung V., et al.
Published: (2026)
by: Phan, Trung V., et al.
Published: (2026)
GL-LFGNN:A Global-Local Dual-branch Causal Graph Neural Network Based on Liang-Kleeman Information Flow for EEG Emotion Recognition
by: Wang, Ziyi, et al.
Published: (2026)
by: Wang, Ziyi, et al.
Published: (2026)
EEG-Based Consumer Behaviour Prediction: An Exploration from Classical Machine Learning to Graph Neural Networks
by: Afshar, Mohammad Parsa, et al.
Published: (2025)
by: Afshar, Mohammad Parsa, et al.
Published: (2025)
Local-Global Feature Fusion for Subject-Independent EEG Emotion Recognition
by: Zhou, Zheng, et al.
Published: (2026)
by: Zhou, Zheng, et al.
Published: (2026)
Learning Domain- and Class-Disentangled Prototypes for Domain-Generalized EEG Emotion Recognition
by: Li, Guangli, et al.
Published: (2025)
by: Li, Guangli, et al.
Published: (2025)
Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition
by: Zhao, Yimin, et al.
Published: (2024)
by: Zhao, Yimin, et al.
Published: (2024)
Optimal Transport-Guided Adversarial Attacks on Graph Neural Network-Based Bot Detection
by: Mukherjee, Kunal, et al.
Published: (2026)
by: Mukherjee, Kunal, et al.
Published: (2026)
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model
by: Sartipi, Shadi, et al.
Published: (2024)
by: Sartipi, Shadi, et al.
Published: (2024)
Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation
by: Mai, Anh-Tuan, et al.
Published: (2026)
by: Mai, Anh-Tuan, et al.
Published: (2026)
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
A Dimensionality Reduction Approach for Convolutional Neural Networks
by: Meneghetti, Laura, et al.
Published: (2021)
by: Meneghetti, Laura, et al.
Published: (2021)
SSAS: Cross-subject EEG-based Emotion Recognition through Source Selection with Adversarial Strategy
by: Liu, Yici, et al.
Published: (2025)
by: Liu, Yici, et al.
Published: (2025)
Cartesian Genetic Programming Approach for Designing Convolutional Neural Networks
by: Krzywda, Maciej, et al.
Published: (2024)
by: Krzywda, Maciej, et al.
Published: (2024)
Clifford-Steerable Convolutional Neural Networks
by: Zhdanov, Maksim, et al.
Published: (2024)
by: Zhdanov, Maksim, et al.
Published: (2024)
Spatiotemporal EEG-Based Emotion Recognition Using SAM Ratings from Serious Games with Hybrid Deep Learning
by: Rehman, Abdul, et al.
Published: (2025)
by: Rehman, Abdul, et al.
Published: (2025)
DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding
by: Wang, Ziwei, et al.
Published: (2025)
by: Wang, Ziwei, et al.
Published: (2025)
Adaptive Temporal Dynamics for Personalized Emotion Recognition: A Liquid Neural Network Approach
by: Bhattacharjee, Anindya, et al.
Published: (2026)
by: Bhattacharjee, Anindya, et al.
Published: (2026)
Regularizing Explanations in Bayesian Convolutional Neural Networks
by: Bekkemoen, Yanzhe, et al.
Published: (2021)
by: Bekkemoen, Yanzhe, et al.
Published: (2021)
Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations
by: Shou, Yuntao, et al.
Published: (2024)
by: Shou, Yuntao, et al.
Published: (2024)
Probabilistic Modeling of Latent Agentic Substructures in Deep Neural Networks
by: Lee, Su Hyeong, et al.
Published: (2025)
by: Lee, Su Hyeong, et al.
Published: (2025)
Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks
by: Sateesh, Shyam K, et al.
Published: (2024)
by: Sateesh, Shyam K, et al.
Published: (2024)
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited
by: He, Mingguo, et al.
Published: (2022)
by: He, Mingguo, et al.
Published: (2022)
A Multi-Graph Convolutional Neural Network Model for Short-Term Prediction of Turning Movements at Signalized Intersections
by: Palit, Jewel Rana, et al.
Published: (2024)
by: Palit, Jewel Rana, et al.
Published: (2024)
Cross-Subject EEG Emotion Recognition Based on Temporal Asynchronous Alignment Contrastive Learning
by: Xie, Ying, et al.
Published: (2026)
by: Xie, Ying, et al.
Published: (2026)
LibEMER: A novel benchmark and algorithms library for EEG-based Multimodal Emotion Recognition
by: Liu, Zejun, et al.
Published: (2025)
by: Liu, Zejun, et al.
Published: (2025)
Long-Short Distance Graph Neural Networks and Improved Curriculum Learning for Emotion Recognition in Conversation
by: Li, Xinran, et al.
Published: (2025)
by: Li, Xinran, et al.
Published: (2025)
Foundations of Artificial Intelligence Frameworks: Notion and Limits of AGI
by: Bui, Khanh Gia
Published: (2025)
by: Bui, Khanh Gia
Published: (2025)
EEG-MFTNet: An Enhanced EEGNet Architecture with Multi-Scale Temporal Convolutions and Transformer Fusion for Cross-Session Motor Imagery Decoding
by: Andrikopoulos, Panagiotis, et al.
Published: (2026)
by: Andrikopoulos, Panagiotis, et al.
Published: (2026)
Spatial-Temporal Transformer with Curriculum Learning for EEG-Based Emotion Recognition
by: Lin, Xuetao, et al.
Published: (2025)
by: Lin, Xuetao, et al.
Published: (2025)
Wearable-based Fair and Accurate Pain Assessment Using Multi-Attribute Fairness Loss in Convolutional Neural Networks
by: Zhu, Yidong, et al.
Published: (2023)
by: Zhu, Yidong, et al.
Published: (2023)
Graph Neural Networks vs Convolutional Neural Networks for Graph Domination Number Prediction
by: Davila, Randy, et al.
Published: (2025)
by: Davila, Randy, et al.
Published: (2025)
Protect the Brain When Treating the Heart: A Convolutional Neural Network for Detecting Emboli
by: Angino, Andrea, et al.
Published: (2026)
by: Angino, Andrea, et al.
Published: (2026)
ARNN: Attentive Recurrent Neural Network for Multi-channel EEG Signals to Identify Epileptic Seizures
by: Rukhsar, Salim, et al.
Published: (2024)
by: Rukhsar, Salim, et al.
Published: (2024)
Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing
by: Zhang, Qingzhu, et al.
Published: (2025)
by: Zhang, Qingzhu, et al.
Published: (2025)
Similar Items
-
DAMSDAN: Distribution-Aware Multi-Source Domain Adaptation Network for Cross-Domain EEG-based Emotion Recognition
by: Hu, Fo, et al.
Published: (2025) -
Momentum Contrastive Learning with Enhanced Negative Sampling and Hard Negative Filtering
by: Hoang, Duy, et al.
Published: (2025) -
Focal Loss based Residual Convolutional Neural Network for Speech Emotion Recognition
by: Tripathi, Suraj, et al.
Published: (2019) -
Multi-scale Transformer-based Network for Emotion Recognition from Multi Physiological Signals
by: Vu, Tu, et al.
Published: (2023) -
Spatiotemporal Convolutions on EEG signal -- A Representation Learning Perspective on Efficient and Explainable EEG Classification with Convolutional Neural Nets
by: Dixen, Laurits, et al.
Published: (2026)