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MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition
16 references·16 citing·35 second hopsampled
MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)MPED: A Multi-Modal Physiological Emotion…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…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…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…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Emotion Recognition From EEG Using Higher Order Crossings (2009)Emotion Recognition From EEG …Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …The World of Emotions is not Two-Dimensional (2007)The World of Emotions is not …Oxytocin Modulates Neural Circuitry for Social Cognition and Fear in Humans (2005)Oxytocin Modulates Neural Cir…International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)International affective pictu…Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)Pleasure-arousal-dominance: A…Emotion elicitation using films (1995)Emotion elicitation using fil…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of…A circumplex model of affect. (1980)A circumplex model of affect.Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review (2024)Role of machine learning and …PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition (2024)PGCN: Pyramidal Graph Convolu…Emotion recognition in EEG signals using deep learning methods: A review (2023)Emotion recognition in EEG si…Deep learning-based EEG emotion recognition: Current trends and future perspectives (2023)Deep learning-based EEG emoti…Subject independent emotion recognition using EEG signals employing attention driven neural networks (2022)Subject independent emotion r…GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition (2022)GMSS: Graph-Based Multi-Task …Automated emotion recognition: Current trends and future perspectives (2022)Automated emotion recognition…Variational Instance-Adaptive Graph for EEG Emotion Recognition (2021)Variational Instance-Adaptive…SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals (2021)SparseDGCNN: Recognizing Emot…Graph-Embedded Convolutional Neural Network for Image-Based EEG Emotion Recognition (2021)Graph-Embedded Convolutional …Electrocardiogram-Based Emotion Recognition Systems and Their Applications in Healthcare—A Review (2021)Electrocardiogram-Based Emoti…Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition (2021)Can Emotion Be Transferred?—A…Wearable Emotion Recognition Using Heart Rate Data from a Smart Bracelet (2020)Wearable Emotion Recognition …Data augmentation for enhancing EEG-based emotion recognition with deep generative models (2020)Data augmentation for enhanci…Advances in Multimodal Emotion Recognition Based on Brain–Computer Interfaces (2020)Advances in Multimodal Emotio…A Face Emotion Recognition Method Using Convolutional Neural Network and Image Edge Computing (2019)A Face Emotion Recognition Me…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)Affective Computing (1997)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Social support and oxytocin interact to suppress cortisol and subjective responses to psychosocial stress (2003)Oxytocin increases trust in humans (2005)Oxytocin, Vasopressin, and the Neurogenetics of Sociality (2008)Introducing compassion-focused therapy (2009)Social effects of oxytocin in humans: context and person matter (2011)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Emotions Recognition Using EEG Signals: A Survey (2017)The Principles of Psychology (1891)The Psychology of Interpersonal Relations. (1958)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)THE PSYCHOLOGY OF PERSONAL CONSTRUCTS (2010)The nature and measurement of meaning. (1952)The Measurement of Meaning (1957)Dimensions of Consumer Expertise (1987)Review of personality and social psychology (1983)Positive affect facilitates creative problem solving. (1987)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Antecedent- and response-focused emotion regulation: Divergent consequences for experience, expression, and physiology. (1998)Are Emotions Natural Kinds? (2006)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)ФАКТОРЫ ПСИХОЛОГИЧЕСКОГО БЛАГОПОЛУЧИЯ ЛЮДЕЙ ПОЖИЛОГО ВОЗРАСТА (2026)
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References

  • 1988Development and validation of brief measures of positive and negative affect: The PANAS scales.32,408 cited
  • 1980A circumplex model of affect.17,317 cited
  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual5,307 cited
  • 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
  • 1995Emotion elicitation using films2,179 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2005Oxytocin Modulates Neural Circuitry for Social Cognition and Fear in Humans1,639 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 1996Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament1,578 cited
  • 2007The World of Emotions is not Two-Dimensional1,179 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,142 cited
  • 2008Emotion recognition based on physiological changes in music listening

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1,085 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
  • Cited by

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    • 2019A Face Emotion Recognition Method Using Convolutional Neural Network and Image Edge Computing205 cited
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    • 2022Automated emotion recognition: Current trends and future perspectives172 cited
    • 2020Data augmentation for enhancing EEG-based emotion recognition with deep generative models162 cited
    • 2024PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition152 cited
    • 2020Advances in Multimodal Emotion Recognition Based on Brain–Computer Interfaces151 cited
    • 2024Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review148 cited
    • 2021Variational Instance-Adaptive Graph for EEG Emotion Recognition143 cited
    • 2023Deep learning-based EEG emotion recognition: Current trends and future perspectives138 cited
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