EEG based Emotion Recognition: A Tutorial and Review

16 March 2022

Papers citing "EEG based Emotion Recognition: A Tutorial and Review"

29 / 29 papers shown

Title
DEEMO: De-identity Multimodal Emotion Recognition and Reasoning Deng Li Bohao Xing Xin Liu Baiqiang Xia Bihan Wen H. Kalviainen VLM 68 0 0 28 Apr 2025
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives Junhong Lai Jiyu Wei Lin Yao Yueming Wang 38 0 0 24 Apr 2025
LEREL: Lipschitz Continuity-Constrained Emotion Recognition Ensemble Learning For Electroencephalography Shengyu Gong Y. Li Zijian Kang Weiming Zeng Hongjie Yan W. Siok Nizhuan Wang 19 0 0 12 Apr 2025
Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation Md. Niaz Imtiaz N. Khan 18 1 0 26 Mar 2025
FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition Haiqi Liu Chao Chen T. Zhang CVBM 45 1 0 24 Mar 2025
BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification Jian Qian Teck Lun Goh Bingyu Xie Chengyao Zhu Biao Wan Yawen Guan Rachel Ding Chen Patrick Chiang Mamba 45 0 0 14 Mar 2025
Teleology-Driven Affective Computing: A Causal Framework for Sustained Well-Being Bin Yin Chong-Yi Liu Liya Fu Jinkun Zhang AI4TS 38 1 0 24 Feb 2025
Quantum Cognition-Inspired EEG-based Recommendation via Graph Neural Networks Jinkun Han Wei Li Y. Li Zhipeng Cai 35 2 0 05 Jan 2025
Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review Javad Hassannataj Joloudari Mohammad Maftoun Bahareh Nakisa R. Alizadehsani Meisam Yadollahzadeh-Tabari 18 3 0 09 Sep 2024
Decoding Human Emotions: Analyzing Multi-Channel EEG Data using LSTM Networks Shyam K Sateesh Sparsh BK Uma D 20 1 0 19 Aug 2024
Electroencephalogram Emotion Recognition via AUC Maximization Minheng Xiao Shi Bo 33 2 0 16 Aug 2024
Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation Yun Xiao Yimeng Zhang Xiaopeng Peng Shuzheng Han Xia Zheng Dingyi Fang Xiaojiang Chen 26 3 0 04 Aug 2024
Feature Fusion Based on Mutual-Cross-Attention Mechanism for EEG Emotion Recognition Yimin Zhao Jin Gu 19 1 0 20 Jun 2024
ESI-GAL: EEG Source Imaging-based Kinematics Parameter Estimation for Grasp and Lift Task Anant Jain Lalan Kumar 22 0 0 17 Jun 2024
Detail-Enhanced Intra- and Inter-modal Interaction for Audio-Visual Emotion Recognition Tong Shi Xuri Ge Joemon M. Jose Nicolas Pugeault Paul Henderson 25 0 0 26 May 2024
A Supervised Information Enhanced Multi-Granularity Contrastive Learning Framework for EEG Based Emotion Recognition Xiang Li Jian Song Zhigang Zhao Chunxiao Wang Dawei Song Bin Hu 26 2 0 12 May 2024
EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model Deng Li Xin Liu Bohao Xing Baiqiang Xia Yuan Zong Bihan Wen H. Kalviainen 21 3 0 01 May 2024
Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition Qile Liu Zhihao Zhou Jiyuan Wang Zhen Liang 30 1 0 15 Apr 2024
Thelxinoë: Recognizing Human Emotions Using Pupillometry and Machine Learning Darlene Barker H. Levkowitz 16 1 0 27 Mar 2024
GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network Kaiyuan Zhang Ziyi Ye Qingyao Ai Xiaohui Xie Y. Liu 36 1 0 27 Sep 2023
Unlocking the Emotional World of Visual Media: An Overview of the Science, Research, and Impact of Understanding Emotion James Z. Wang Sicheng Zhao Chenyan Wu Reginald B. Adams M. Newman T. Shafir Rachelle Tsachor 26 27 0 25 Jul 2023
Trends in Machine Learning and Electroencephalogram (EEG): A Review for Undergraduate Researchers Nathaniel Murungi Michael Vinh Pham Xu-feng Dai Xiaodong Qu 11 14 0 06 Jul 2023
Synthesizing Affective Neurophysiological Signals Using Generative Models: A Review Paper A. F. Nia Vanessa Tang G. M. Talou Mark Billinghurst 13 4 0 05 Jun 2023
CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition Wei Lu Hua Ma T. Tan 14 4 0 07 May 2023
EEGSN: Towards Efficient Low-latency Decoding of EEG with Graph Spiking Neural Networks Xi Chen Siwei Mai Konstantinos Michmizos GNN 11 0 0 15 Apr 2023
Unsupervised Time-Aware Sampling Network with Deep Reinforcement Learning for EEG-Based Emotion Recognition Yongtao Zhang Yue Pan Yulin Zhang Linling Li Li Zhang G. Huang Zhen Liang Zhiguo Zhang 25 11 0 14 Dec 2022
A Survey on Physiological Signal Based Emotion Recognition Zeeshan Ahmad N. Khan 7 38 0 20 May 2022
Towards Interactive Reinforcement Learning with Intrinsic Feedback Ben Poole Minwoo Lee OffRL 11 2 0 02 Dec 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 241 1,444 0 18 Mar 2020