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A Graph Neural Network for EEG-Based Emotion Recognition With Contrastive Learning and Generative Adversarial Neural Network Data Augmentation
16 references·0 citing·33 second hop
A Graph Neural Network for EEG-Based Emotion Recognition With Contrastive Learning and Generative Adversarial Neural Network Data Augmentation (2023)A Graph Neural Network for EEG-Based Emot…EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG-Based Emotion Recognition…EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)DREAMER: A Database for Emoti…A review of affective computing: From unimodal analysis to multimodal fusion (2017)A review of affective computi…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…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…Measures of emotion: A review (2009)Measures of emotion: A reviewA Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)A Survey of Affect Recognitio…Affective Computing (1997)Affective ComputingCulture and the categorization of emotions. (1991)Culture and the categorizatio…Evidence for a three-factor theory of emotions (1977)Evidence for a three-factor t…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)The expression of the emotions in man and animals. (1872)A circumplex model of affect. (1980)Emotion And Adaptation (1991)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Emotions Recognition Using EEG Signals: A Survey (2017)Measuring emotion: The self-assessment manikin and the semantic differential (1994)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)The Measurement of Meaning (1957)Statistical principles in experimental design. (1962)Manual for the State-Trait Anxiety Inventory (1970)A description of the affective quality attributed to environments. (1980)Are Emotions Natural Kinds? (2006)Construct validity in psychological tests. (1955)The shifting basis of life satisfaction judgments across cultures: Emotions versus norms. (1998)Deviance or uniqueness, harmony or conformity? A cultural analysis. (1999)Cultural variation in affect valuation. (2006)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)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)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Deep Facial Expression Recognition: A Survey (2020)IEMOCAP: interactive emotional dyadic motion capture database (2008)MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations (2019)Artificial intelligence for sustainability: Challenges, opportunities, and a research agenda (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)A Review of Emotion Recognition Using Physiological Signals (2018)Machines and Mindlessness: Social Responses to Computers (2000)
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References

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595 cited
  • 2020EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention588 cited
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