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FusionSense: Emotion Classification Using Feature Fusion of Multimodal Data and Deep Learning in a Brain-Inspired Spiking Neural Network
16 references·0 citing·44 second hop
FusionSense: Emotion Classification Using Feature Fusion of Multimodal Data and Deep Learning in a Brain-Inspired Spiking Neural Network (2020)FusionSense: Emotion Classification Using…Communication Without Words (2017)Communication Without WordsA review of affective computing: From unimodal analysis to multimodal fusion (2017)A review of affective computi…Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network (2016)Adieu features? End-to-end sp…A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Survey on speech emotion reco…Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Affect Detection: An Interdis…Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Detecting Stress During Real-…Speech emotion recognition using hidden Markov models (2003)Speech emotion recognition us…A survey of socially interactive robots (2003)A survey of socially interact…Toward machine emotional intelligence: analysis of affective physiological state (2001)Toward machine emotional inte…Are there basic emotions? (1992)Are there basic emotions?An argument for basic emotions (1992)An argument for basic emotionsA circumplex model of affect. (1980)A circumplex model of affect.Measuring facial movement (1976)Measuring facial movementNonverbal Leakage and Clues to Deception † (1969)Nonverbal Leakage and Clues t…The expression of the emotions in man and animals. (1872)The expression of the emotion…The Presentation of Self in Everyday Life. (1956)Verbal and Nonverbal Communication of Deception (1981)Thin slices of expressive behavior as predictors of interpersonal consequences: A meta-analysis. (1992)Emotional regulation in the workplace: A new way to conceptualize emotional labor. (2000)Nebraska Symposium on Motivation: 1955 (1957)Emotion And Adaptation (1991)The Emerging Field of Emotion Regulation: An Integrative Review (1998)Well-being : the foundations of hedonic psychology (1999)Handbook of Positive Psychology (2001)The Repertoire of Nonverbal Behavior: Categories, Origins, Usage, and Coding (1969)Positive Emotions Speed Recovery from the Cardiovascular Sequelae of Negative Emotions (1998)Designing Sociable Robots (2002)Does positive affect influence health? (2005)Attention, intentions, and the structure of discourse (1986)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Emotion recognition in human-computer interaction (2001)Speech emotion recognition using deep neural network and extreme learning machine (2014)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)The Intentional Stance (1987)The Cognitive Structure of Emotions (1988)Hand and mind: what gestures reveal about thought (1993)Socially intelligent robots: dimensions of human–robot interaction (2007)Human–Robot Interaction: A Survey (2008)Measurement Instruments for the Anthropomorphism, Animacy, Likeability, Perceived Intelligence, and Perceived Safety of Robots (2008)A Coefficient of Agreement for Nominal Scales (1960)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Facial Expression Analysis under Partial Occlusion (2018)The James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)Acoustic profiles in vocal emotion expression. (1996)Affective Computing (1997)Measures of emotion: A review (2009)The Principles of Psychology (1891)Hedges: A Study in Meaning Criteria and the Logic of Fuzzy Concepts (1975)The robust beauty of improper linear models in decision making. (1979)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Coefficient Alpha and the Internal Structure of Tests (1951)Inferring psychological significance from physiological signals. (1990)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Attachment and Loss (1969)Emotional Intelligence (1990)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)
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References

  • 1980A circumplex model of affect.16,320 cited
  • 1872The expression of the emotions in man and animals.12,119 cited
  • 1992An argument for basic emotions9,642 cited
  • 2003A survey of socially interactive robots3,160 cited
  • 1992Are there basic emotions?2,376 cited
  • 2001Toward machine emotional intelligence: analysis of affective physiological state2,334 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 2010Survey on speech emotion recognition: Features, classification schemes, and databases2,076 cited
  • 2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications1,892 cited
  • 1969Nonverbal Leakage and Clues to Deception †1,843 cited
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2017A review of affective computing: From unimodal analysis to multimodal fusion1,640 cited
  • 1976Measuring facial movement1,230 cited
  • 2003Speech emotion recognition using hidden Markov models920 cited
  • 2016Adieu features? End-to-end speech emotion recognition using a deep convolutional recurrent network905 cited

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  • 2017Communication Without Words879 cited
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