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Deep Physiological Affect Network for the Recognition of Human Emotions
16 references·12 citing·39 second hopsampled
Deep Physiological Affect Network for the Recognition of Human Emotions (2018)Deep Physiological Affect Network for the…Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Real-Time Movie-Induced Discr…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors (2016)ASCERTAIN: Emotion and Person…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection (2015)Analysis of EEG Signals and F…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation (2014)EEG-Based Emotion Recognition…A meta-analysis and model of the relationship between sleep and depression in adolescents: Recommendations for future research and clinical practice (2014)A meta-analysis and model of …Multimodal fusion framework: A multiresolution approach for emotion classification and recognition from physiological signals (2013)Multimodal fusion framework: …Emotional state classification from EEG data using machine learning approach (2013)Emotional state classificatio…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…On Grief and Grieving: Finding the meaning of grief through the five stages of loss (2008)On Grief and Grieving: Findin…A systems approach to appraisal mechanisms in emotion (2005)A systems approach to apprais…Affective consciousness: Core emotional feelings in animals and humans (2004)Affective consciousness: Core…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Deep Learning-Based Automated Emotion Recognition Using Multimodal Physiological Signals and Time-Frequency Methods (2024)Deep Learning-Based Automated…Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment (2023)Hierarchical multimodal-fusio…EEG-Based Emotion Recognition Using Spatial-Temporal-Connective Features via Multi-Scale CNN (2023)EEG-Based Emotion Recognition…Approaches, Applications, and Challenges in Physiological Emotion Recognition—A Tutorial Overview (2023)Approaches, Applications, and…LSTM-Modeling of Emotion Recognition Using Peripheral Physiological Signals in Naturalistic Conversations (2022)LSTM-Modeling of Emotion Reco…Horizontal and vertical features fusion network based on different brain regions for emotion recognition (2022)Horizontal and vertical featu…EEG emotion recognition based on TQWT-features and hybrid convolutional recurrent neural network (2022)EEG emotion recognition based…A comparison of emotion recognition system using electrocardiogram (ECG) and photoplethysmogram (PPG) (2022)A comparison of emotion recog…ScalingNet: Extracting features from raw EEG data for emotion recognition (2021)ScalingNet: Extracting featur…Predicting Exact Valence and Arousal Values from EEG (2021)Predicting Exact Valence and …Multimodal Attention Network for Continuous-Time Emotion Recognition Using Video and EEG Signals (2020)Multimodal Attention Network …Emotion Classification Using EEG Brain Signals and the Broad Learning System (2020)Emotion Classification Using …A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Telling more than we can know: Verbal reports on mental processes. (1977)A circumplex model of affect. (1980)Emotion And Adaptation (1991)Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty (2011)Multimodal Emotion Recognition in Response to Videos (2011)Affect and emotions as drivers of climate change perception and action: a review (2021)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)The expression of the emotions in man and animals. (1872)The descent of man and selection in relation to sex (1907)Attachment and Loss (1969)Emotion Theory and Research: Highlights, Unanswered Questions, and Emerging Issues (2008)Music-evoked nostalgia: Affect, memory, and personality. (2010)Self-report captures 27 distinct categories of emotion bridged by continuous gradients (2017)A RATING SCALE FOR DEPRESSION (1960)Diagnostic and Statistical Manual of Mental Disorders (2013)Diagnostic and Statistical Manual of Mental Disorders (2013)Mechanisms underlying the association between insomnia, anxiety, and depression in adolescence: Implications for behavioral sleep interventions (2018)Adolescent development and risk for the onset of social-emotional disorders: A review and conceptual model (2019)Children's sleep and health: A meta-review (2019)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)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)The nature of emotion: Fundamental questions. (1994)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)EEG Based Emotion Recognition: A Tutorial and Review (2022)The nature and measurement of meaning. (1952)The Measurement of Meaning (1957)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)Measures of emotion: A review (2009)
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References

  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 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
  • 2004Affective consciousness: Core emotional feelings in animals and humans1,217 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2013Emotional state classification from EEG data using machine learning approach757 cited
  • 2005A systems approach to appraisal mechanisms in emotion706 cited
  • 2014A meta-analysis and model of the relationship between sleep and depression in adolescents: Recommendations for future research and clinical practice592 cited
  • 2015Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection555 cited
  • 2016ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors538 cited
  • 2014EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation486 cited
  • 2008On Grief and Grieving: Finding the meaning of grief through the five stages of loss

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400 cited
  • 2017Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals357 cited
  • 2013Multimodal fusion framework: A multiresolution approach for emotion classification and recognition from physiological signals354 cited
  • Cited by

    • 2020Emotion Classification Using EEG Brain Signals and the Broad Learning System96 cited
    • 2021Predicting Exact Valence and Arousal Values from EEG96 cited
    • 2023Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment82 cited
    • 2023Approaches, Applications, and Challenges in Physiological Emotion Recognition—A Tutorial Overview75 cited
    • 2022LSTM-Modeling of Emotion Recognition Using Peripheral Physiological Signals in Naturalistic Conversations70 cited
    • 2022EEG emotion recognition based on TQWT-features and hybrid convolutional recurrent neural network66 cited
    • 2021ScalingNet: Extracting features from raw EEG data for emotion recognition65 cited
    • 2022Horizontal and vertical features fusion network based on different brain regions for emotion recognition58 cited
    • 2022A comparison of emotion recognition system using electrocardiogram (ECG) and photoplethysmogram (PPG)54 cited
    • 2023EEG-Based Emotion Recognition Using Spatial-Temporal-Connective Features via Multi-Scale CNN51 cited
    • 2024Deep Learning-Based Automated Emotion Recognition Using Multimodal Physiological Signals and Time-Frequency Methods44 cited
    • 2020Multimodal Attention Network for Continuous-Time Emotion Recognition Using Video and EEG Signals39 cited