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Multi-view domain-adaptive representation learning for EEG-based emotion recognition
16 references·2 citing·38 second hop
Multi-view domain-adaptive representation learning for EEG-based emotion recognition (2023)Multi-view domain-adaptive representation…Emotion recognition from unimodal to multimodal analysis: A review (2023)Emotion recognition from unim…EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network (2023)EEG emotion recognition based…SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals (2021)SparseDGCNN: Recognizing Emot…MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2021)MS-MDA: Multisource Marginal …SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition (2020)SST-EmotionNet: Spatial-Spect…Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition (2020)Exploring temporal representa…An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)An Efficient LSTM Network for…Emotion recognition from multichannel EEG signals using K-nearest neighbor classification (2018)Emotion recognition from mult…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Real-Time Movie-Induced Discr…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…ECG Pattern Analysis for Emotion Detection (2011)ECG Pattern Analysis for Emot…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Bi-modal emotion recognition from expressive face and body gestures (2006)Bi-modal emotion recognition …EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image (2024)EEG emotion recognition using…Deep learning-based EEG emotion recognition: a comprehensive review (2024)Deep learning-based EEG emoti…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)A circumplex model of affect. 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(1992)Recognising Human Emotions from Body Movement and Gesture Dynamics (2007)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)EEG-Based Emotion Recognition: A State-of-the-Art Review of Current Trends and Opportunities (2020)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Human emotion recognition using deep belief network architecture (2018)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)A Review of Emotion Recognition Using Physiological Signals (2018)Emotional state classification from EEG data using machine learning approach (2013)Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)A survey of machine learning techniques in physiology based mental stress detection systems (2019)Comparison of different feature extraction methods for EEG-based emotion recognition (2020)Recognition of human emotions using EEG signals: A review (2021)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)Emotion recognition in EEG signals using deep learning methods: A review (2023)
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References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2011ECG Pattern Analysis for Emotion Detection476 cited
  • 2006Bi-modal emotion recognition from expressive face and body gestures383 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2020An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals361 cited
  • 2017Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals357 cited
  • 2018Emotion recognition from multichannel EEG signals using K-nearest neighbor classification230 cited
  • 2021MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition228 cited
  • 2020Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition211 cited
  • 2023EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network202 cited
  • 2023Emotion recognition from unimodal to multimodal analysis: A review

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192 cited
  • 2021SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals185 cited
  • 2020SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition166 cited
  • Cited by

    • 2024EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image63 cited
    • 2024Deep learning-based EEG emotion recognition: a comprehensive review39 cited