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EEG-based affective state recognition from human brain signals by using Hjorth-activity
16 references·2 citing·31 second hopsampled
EEG-based affective state recognition from human brain signals by using Hjorth-activity (2022)EEG-based affective state recognition fro…EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG-Based Emotion Recognition…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…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…Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Recognition of emotions using…ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors (2016)ASCERTAIN: Emotion and Person…Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)Improving BCI-based emotion r…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…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Classification of human emotion from EEG using discrete wavelet transform (2010)Classification of human emoti…Emotion regulation: Conceptual foundations (2007)Emotion regulation: Conceptua…Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals (2006)Emotion Assessment: Arousal E…The Tie That Binds? Coherence Among Emotion Experience, Behavior, and Physiology. (2005)The Tie That Binds? Coherence…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Decoding emotion with phase–amplitude fusion features of EEG functional connectivity network (2024)Decoding emotion with phase–a…Improved EEG-based emotion recognition through information enhancement in connectivity feature map (2023)Improved EEG-based emotion re…Psychological stress and the coping process (1966)Antecedent- and response-focused emotion regulation: Divergent consequences for experience, expression, and physiology. (1998)Emotion regulation: Affective, cognitive, and social consequences (2002)Emotion-regulation strategies across psychopathology: A meta-analytic review (2009)Dealing with feeling: A meta-analysis of the effectiveness of strategies derived from the process model of emotion regulation. (2012)Emotion Regulation: Current Status and Future Prospects (2015)A circumplex model of affect. (1980)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)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)The nature and measurement of meaning. (1952)The Measurement of Meaning (1957)Dimensions of Consumer Expertise (1987)Emotion And Adaptation (1991)Testing the null hypothesis of stationarity against the alternative of a unit root (1992)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)Are Emotions Natural Kinds? (2006)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)A Review of Emotion Recognition Using Physiological Signals (2018)Measures of emotion: A review (2009)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)
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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
  • 2007Emotion regulation: Conceptual foundations3,233 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2005The Tie That Binds? Coherence Among Emotion Experience, Behavior, and Physiology.1,306 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,142 cited
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2020EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention588 cited
  • 2016ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors538 cited
  • 2015Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers506 cited
  • 2014EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation486 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform

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436 cited
  • 2016Recognition of emotions using multimodal physiological signals and an ensemble deep learning model416 cited
  • 2006Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals385 cited
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    • 2023Improved EEG-based emotion recognition through information enhancement in connectivity feature map44 cited
    • 2024Decoding emotion with phase–amplitude fusion features of EEG functional connectivity network34 cited