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A novel transferability attention neural network model for EEG emotion recognition
16 references·14 citing·30 second hop
A novel transferability attention neural network model for EEG emotion recognition (2021)A novel transferability attention neural …MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)MPED: A Multi-Modal Physiolog…EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)EEG Based Emotion Recognition…Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks (2019)Accurate EEG-Based Emotion Re…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets (2018)Domain Adaptation Techniques …Cross-Subject Emotion Recognition Using Deep Adaptation Networks (2018)Cross-Subject Emotion Recogni…A Bi-Hemisphere Domain Adversarial Neural Network Model for EEG Emotion Recognition (2018)A Bi-Hemisphere Domain Advers…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…Selective Transfer Machine for Personalized Facial Expression Analysis (2016)Selective Transfer Machine fo…Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis (2016)Multichannel EEG-Based Emotio…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Investigating models of affect: Relationships among EEG alpha asymmetry, depression, and anxiety. (2008)Investigating models of affec…Affective Computing (1997)Affective ComputingGusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition (2024)Gusa: Graph-Based Unsupervise…GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition (2024)GDDN: Graph Domain Disentangl…EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image (2024)EEG emotion recognition using…Self‐training maximum classifier discrepancy for EEG emotion recognition (2023)Self‐training maximum classif…Multi-view domain-adaptive representation learning for EEG-based emotion recognition (2023)Multi-view domain-adaptive re…Multi-source domain adaptation with spatio-temporal feature extractor for EEG emotion recognition (2023)Multi-source domain adaptatio…Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition (2023)Learning a robust unified dom…Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment (2023)Hierarchical multimodal-fusio…Functional connectivity-enhanced feature-grouped attention network for cross-subject EEG emotion recognition (2023)Functional connectivity-enhan…Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals (2022)Joint Feature Adaptation and …Horizontal and vertical features fusion network based on different brain regions for emotion recognition (2022)Horizontal and vertical featu…EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion (2022)EEG-Based Subject-Independent…EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention (2022)EEG-Based Emotion Recognition…Data Augmentation for EEG-Based Emotion Recognition Using Generative Adversarial Networks (2021)Data Augmentation for EEG-Bas…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Measuring emotion: The self-assessment manikin and the semantic differential (1994)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)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)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)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)Thirteen Ways to Look at the Correlation Coefficient (1988)Bad is Stronger than Good (2001)Machines and Mindlessness: Social Responses to Computers (2000)IEMOCAP: interactive emotional dyadic motion capture database (2008)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)EEG-Based BCI Emotion Recognition: A Survey (2020)Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition (2020)Emotion recognition based on EEG feature maps through deep learning network (2021)A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition (2020)EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)
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References

  • 1997Affective Computing7,373 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
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2019EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations396 cited
  • 2018A Bi-Hemisphere Domain Adversarial Neural Network Model for EEG Emotion Recognition391 cited
  • 2018Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets359 cited
  • 2019MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition339 cited
  • 2016Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis303 cited
  • 2008Investigating models of affect: Relationships among EEG alpha asymmetry, depression, and anxiety.275 cited
  • 2019Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks

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249 cited
  • 2018Cross-Subject Emotion Recognition Using Deep Adaptation Networks215 cited
  • 2016Selective Transfer Machine for Personalized Facial Expression Analysis192 cited
  • Cited by

    • 2023Self‐training maximum classifier discrepancy for EEG emotion recognition108 cited
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    • 2023Multi-view domain-adaptive representation learning for EEG-based emotion recognition91 cited
    • 2023Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment82 cited
    • 2024GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition75 cited
    • 2023Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition67 cited
    • 2023Multi-source domain adaptation with spatio-temporal feature extractor for EEG emotion recognition66 cited
    • 2024Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition66 cited
    • 2023Functional connectivity-enhanced feature-grouped attention network for cross-subject EEG emotion recognition64 cited
    • 2024EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image63 cited
    • 2022EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusion61 cited
    • 2022Horizontal and vertical features fusion network based on different brain regions for emotion recognition58 cited
    • 2022Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals57 cited
    • 2021Data Augmentation for EEG-Based Emotion Recognition Using Generative Adversarial Networks55 cited