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Emotion recognition based on convolutional gated recurrent units with attention
16 references·0 citing·28 second hop
Emotion recognition based on convolutional gated recurrent units with attention (2023)Emotion recognition based on convolutiona…SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition (2020)SST-EmotionNet: Spatial-Spect…EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition (2020)A Novel Bi-Hemispheric Discre…Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing (2019)Utilizing Deep Learning Towar…GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition (2019)GCB-Net: Graph Convolutional …From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition (2019)From Regional to Global Brain…Deep Learning for Human Affect Recognition: Insights and New Developments (2019)Deep Learning for Human Affec…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition (2018)Continuous Convolutional Neur…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Hierarchical Convolutional Ne…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges (2014)A survey of affective brain c…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli (2010)Toward Emotion Aware Computin…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Emotion recognition in human-computer interaction (2001)Emotions Recognition Using EEG Signals: A Survey (2017)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)A circumplex model of affect. (1980)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition based on physiological changes in music listening (2008)A Review of Emotion Recognition Using Physiological Signals (2018)Map projections: A working manual (1987)Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)EEG-based emotion recognition using 4D convolutional recurrent neural network (2020)Emotion recognition in EEG signals using deep learning methods: A review (2023)Mechanism Design via Differential Privacy (2007)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Affective Computing (1997)Measures of emotion: A review (2009)EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition (2021)Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)EEG Based Emotion Recognition: A Tutorial and Review (2022)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)
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References

  • 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
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2019GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition396 cited
  • 2020A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition371 cited
  • 2017Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition337 cited
  • 2019From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition316 cited
  • 2014A survey of affective brain computer interfaces: principles, state-of-the-art, and challenges283 cited
  • 2010Toward Emotion Aware Computing: An Integrated Approach Using Multichannel Neurophysiological Recordings and Affective Visual Stimuli248 cited
  • 2019Deep Learning for Human Affect Recognition: Insights and New Developments243 cited
  • 2019Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing

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232 cited
  • 2018Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition197 cited
  • 2020SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition166 cited
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