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Real-Time EEG-Based Human Emotion Recognition and Visualization
6 references·16 citing·44 second hop
Real-Time EEG-Based Human Emotion Recognition and Visualization (2010)Real-Time EEG-Based Human Emotion Recogni…Measures of emotion: A review (2009)Measures of emotion: A reviewWhat is an emotion? (2005)What is an emotion?Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Approach to an irregular time series on the basis of the fractal theory (1988)Approach to an irregular time…A circumplex model of affect. (1980)A circumplex model of affect.Affective space is bipolar. (1979)Affective space is bipolar.EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective (2024)EEG-Based Multimodal Emotion …EEG-GCN: Spatio-Temporal and Self-Adaptive Graph Convolutional Networks for Single and Multi-View EEG-Based Emotion Recognition (2022)EEG-GCN: Spatio-Temporal and …EEG-based human emotion recognition using entropy as a feature extraction measure (2021)EEG-based human emotion recog…EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques (2021)EEG-based emotion recognition…EEG-Based Emotion Classification Using Spiking Neural Networks (2020)EEG-Based Emotion Classificat…Ten challenges for EEG-based affective computing (2019)Ten challenges for EEG-based …A survey of emotion recognition methods with emphasis on E-Learning environments (2019)A survey of emotion recogniti…Emotion recognition from multichannel EEG signals using K-nearest neighbor classification (2018)Emotion recognition from mult…A Mutual Information Based Adaptive Windowing of Informative EEG for Emotion Recognition (2018)A Mutual Information Based Ad…A Review on EEG Signals Based Emotion Recognition (2017)A Review on EEG Signals Based…Emotion Recognition Using Multimodal Deep Learning (2016)Emotion Recognition Using Mul…Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm (2014)Real-Time Subject-Dependent E…Real‐Time EEG‐Based Happiness Detection System (2013)Real‐Time EEG‐Based Happiness…A Multimodal Emotion Detection System during Human–Robot Interaction (2013)A Multimodal Emotion Detectio…Real-Time EEG-Based Emotion Recognition and Its Applications (2011)Real-Time EEG-Based Emotion R…A FRACTAL-BASED ALGORITHM OF EMOTION RECOGNITION FROM EEG USING AROUSAL-VALENCE MODEL (2011)A FRACTAL-BASED ALGORITHM OF …International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)Real-time EEG-based emotion monitoring using stable features (2015)Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks (2019)Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)The expression of the emotions in man and animals. (1872)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)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Coefficient Alpha and the Internal Structure of Tests (1951)The Measurement of Meaning (1957)Manual for the State-Trait Anxiety Inventory (1970)A description of the affective quality attributed to environments. (1980)Beyond simple pessimism: Effects of sadness and anger on social perception. (1993)INTRAGROUP CONFLICT IN ORGANIZATIONS: A CONTINGENCY PERSPECTIVE ON THE CONFLICT-OUTCOME RELATIONSHIP (2003)The Benefits of Frequent Positive Affect: Does Happiness Lead to Success? (2005)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Human emotion recognition and analysis in response to audio music using brain signals (2016)Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition (2019)Subject independent emotion recognition from EEG using VMD and deep learning (2019)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)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)The nature and measurement of meaning. (1952)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)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)Differential entropy feature for EEG-based emotion classification (2013)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS) (2018)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)Emotional state classification from EEG data using machine learning approach (2013)Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)A survey of machine learning techniques in physiology based mental stress detection systems (2019)Comparison of different feature extraction methods for EEG-based emotion recognition (2020)Recognition of human emotions using EEG signals: A review (2021)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Domain Adaptation Techniques for EEG-Based Emotion Recognition: A Comparative Study on Two Public Datasets (2018)A Review on Mental Stress Assessment Methods Using EEG Signals (2021)Relations among emotion, appraisal, and emotional action readiness. 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References

  • 1980A circumplex model of affect.16,320 cited
  • 1994Measuring emotion: The self-assessment manikin and the semantic differential9,531 cited
  • 2005What is an emotion?2,206 cited
  • 1988Approach to an irregular time series on the basis of the fractal theory2,164 cited
  • 2009Measures of emotion: A review2,075 cited
  • 1979Affective space is bipolar.857 cited

Cited by

  • 2016Emotion Recognition Using Multimodal Deep Learning301 cited
  • 2011Real-Time EEG-Based Emotion Recognition and Its Applications274 cited
  • 2013Real‐Time EEG‐Based Happiness Detection System234 cited
  • 2018Emotion recognition from multichannel EEG signals using K-nearest neighbor classification230 cited
  • 2021EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques209 cited
  • 2019A survey of emotion recognition methods with emphasis on E-Learning environments182 cited
  • 2020EEG-Based Emotion Classification Using Spiking Neural Networks162 cited
  • 2011A FRACTAL-BASED ALGORITHM OF EMOTION RECOGNITION FROM EEG USING AROUSAL-VALENCE MODEL133 cited
  • 2019Ten challenges for EEG-based affective computing

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122 cited
  • 2018A Mutual Information Based Adaptive Windowing of Informative EEG for Emotion Recognition120 cited
  • 2021EEG-based human emotion recognition using entropy as a feature extraction measure120 cited
  • 2024EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective115 cited
  • 2014Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm115 cited
  • 2013A Multimodal Emotion Detection System during Human–Robot Interaction115 cited
  • 2022EEG-GCN: Spatio-Temporal and Self-Adaptive Graph Convolutional Networks for Single and Multi-View EEG-Based Emotion Recognition111 cited
  • 2017A Review on EEG Signals Based Emotion Recognition108 cited