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WGAN Domain Adaptation for EEG-Based Emotion Recognition · Study

WorkWGAN Domain Adaptation for EEG-Based Emotion Recognition

Yun Luo2018

Work2018

WGAN Domain Adaptation for EEG-Based Emotion Recognition

Yun Luo · Siyang Zhang · Wei‐Long Zheng · Bao‐Liang Lu

93 citations·0/0 files stored·Lecture notes in computer science

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Domain Adaptation and Few-Shot Learning

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks 2013Differential entropy feature for EEG-based emotion classification 2017Emotions Recognition Using EEG Signals: A Survey 2013Emotional state classification from EEG data using machine learning approach 2014A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges 2015Combining eye movements and EEG to enhance emotion recognition 2016Personalizing EEG-based affective models with transfer learning

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2021Two-Level Domain Adaptation Neural Network for EEG-Based Emotion Recognition 2023EEG-based cross-subject emotion recognition using multi-source domain transfer learning 2020Latent Factor Decoding of Multi-Channel EEG for Emotion Recognition Through Autoencoder-Like Neural Networks 2024Research Progress of EEG-Based Emotion Recognition: A Survey 2023Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition

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2022Investigating EEG-based functional connectivity patterns for multimodal emotion recognitionarticle · 6 shared references 2021Recognition of human emotions using EEG signals: A reviewreview · 6 shared references 2020Emotion recognition with convolutional neural network and EEG-based EFDMsarticle · 6 shared references 2020Data augmentation for enhancing EEG-based emotion recognition with deep generative modelsarticle · 6 shared references 2023Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignmentarticle · 6 shared references 2023Cross-subject EEG emotion recognition using multi-source domain manifold feature selectionarticle · 6 shared references

Details

Year2018

Typeother

Published2018-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations93

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-030-04221-9_25

openalex_workW2900518844

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2024Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods

2022TMLP+SRDANN: A domain adaptation method for EEG-based emotion recognition

2022DAGAM: a domain adversarial graph attention model for subject-independent EEG-based emotion recognition