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Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG
16 references·13 citing·41 second hop
Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG (2019)Emotion Recognition and Dynamic Functiona…EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)EEG Based Emotion Recognition…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Real-Time Movie-Induced Discr…Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain (2017)Emotion Recognition from EEG …Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Human emotion recognition through short time Electroencephalogram (EEG) signals using Fast Fourier Transform (FFT) (2013)Human emotion recognition thr…Emotion recognition from speech: a review (2012)Emotion recognition from spee…Real-Time EEG-Based Emotion Recognition and Its Applications (2011)Real-Time EEG-Based Emotion R…EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines (2011)EEG-Based Emotion Recognition…EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)Monitoring drivers’ mental wo…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis (2009)Multimodal emotion recognitio…Emotion recognition based on physiological changes in music listening (2008)Emotion recognition based on …Analysis of emotion recognition using facial expressions, speech and multimodal information (2004)Analysis of emotion recogniti…Exploring the Digital Empowerment: Building an Innovative Mental Health Service Ecosystem in Universities (2025)Exploring the Digital Empower…Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition (2024)Multi-Scale Masked Autoencode…Improved EEG-based emotion recognition through information enhancement in connectivity feature map (2023)Improved EEG-based emotion re…EEG rhythm based emotion recognition using multivariate decomposition and ensemble machine learning classifier (2023)EEG rhythm based emotion reco…A systematic literature review of emotion recognition using EEG signals (2023)A systematic literature revie…Hybrid deep convolutional model-based emotion recognition using multiple physiological signals (2022)Hybrid deep convolutional mod…Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition (2022)Fusing Frequency-Domain Featu…Emotion Recognition by Discriminating EEG Segments With High Affective Content From Automatically Selected Relevant Channels (2022)Emotion Recognition by Discri…EEG-based multi-frequency band functional connectivity analysis and the application of spatio-temporal features in emotion recognition (2022)EEG-based multi-frequency ban…Deep Learning Methods for Multi-Channel EEG-Based Emotion Recognition (2022)Deep Learning Methods for Mul…An EEG Data Processing Approach for Emotion Recognition (2022)An EEG Data Processing Approa…Video‐triggered EEG‐emotion public databases and current methods: A survey (2020)Video‐triggered EEG‐emotion p…Frontal EEG Asymmetry of Emotion for the Same Auditory Stimulus (2020)Frontal EEG Asymmetry of Emot…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)A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)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)Vocal communication of emotion: A review of research paradigms (2003)A database of German emotional speech (2005)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors (2018)Databases, features and classifiers for speech emotion recognition: a review (2018)Speech emotion recognition (2018)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Human emotion recognition using deep belief network architecture (2018)An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework (1997)Stress, Workload, and Fatigue (2000)Handbook of Human Factors and Ergonomics Methods (2004)The Psychometrics of Mental Workload (2014)Review of Eye-related Measures of Drivers’ Mental Workload (2015)A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving (2019)Emotion recognition in human-computer interaction (2001)Toward detecting emotions in spoken dialogs (2005)Recognising realistic emotions and affect in speech: State of the art and lessons learnt from the first challenge (2011)Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers (2019)The principles of psychology, Vol I. (1890)The Principles of Psychology (1891)Cognitive, social, and physiological determinants of emotional state. (1962)Mechanism Design via Differential Privacy (2007)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Thirteen Ways to Look at the Correlation Coefficient (1988)Bad is Stronger than Good (2001)A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition (2020)EEG-Based BCI Emotion Recognition: A Survey (2020)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)
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References

  • 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
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2008Emotion recognition based on physiological changes in music listening1,085 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2004Analysis of emotion recognition using facial expressions, speech and multimodal information842 cited
  • 2012Emotion recognition from speech: a review644 cited
  • 2010Monitoring drivers’ mental workload in driving simulators using physiological measures404 cited
  • 2019EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations396 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2017Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals357 cited
  • 2017Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain285 cited
  • 2011Real-Time EEG-Based Emotion Recognition and Its Applications274 cited
  • 2011EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines273 cited

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  • 2009Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis256 cited
  • 2013Human emotion recognition through short time Electroencephalogram (EEG) signals using Fast Fourier Transform (FFT)152 cited
  • Cited by

    • 2022Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition80 cited
    • 2022EEG-based multi-frequency band functional connectivity analysis and the application of spatio-temporal features in emotion recognition66 cited
    • 2022An EEG Data Processing Approach for Emotion Recognition64 cited
    • 2023A systematic literature review of emotion recognition using EEG signals54 cited
    • 2020Video‐triggered EEG‐emotion public databases and current methods: A survey53 cited
    • 2020Frontal EEG Asymmetry of Emotion for the Same Auditory Stimulus50 cited
    • 2022Deep Learning Methods for Multi-Channel EEG-Based Emotion Recognition45 cited
    • 2023Improved EEG-based emotion recognition through information enhancement in connectivity feature map44 cited
    • 2022Hybrid deep convolutional model-based emotion recognition using multiple physiological signals42 cited
    • 2022Emotion Recognition by Discriminating EEG Segments With High Affective Content From Automatically Selected Relevant Channels40 cited
    • 2023EEG rhythm based emotion recognition using multivariate decomposition and ensemble machine learning classifier39 cited
    • 2024Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition37 cited
    • 2025Exploring the Digital Empowerment: Building an Innovative Mental Health Service Ecosystem in Universities1 cited