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Emotion recognition in EEG signals using the continuous wavelet transform and CNNs
16 references·2 citing·42 second hop
Emotion recognition in EEG signals using the continuous wavelet transform and CNNs (2022)Emotion recognition in EEG signals using …Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Time–Frequency Representation…The Human in Emotion Recognition on Social Media: Attitudes, Outcomes, Risks (2020)The Human in Emotion Recognit…MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach (2020)MLT-DNet: Speech emotion reco…High Gamma Band EEG Closely Related to Emotion: Evidence From Functional Network (2020)High Gamma Band EEG Closely R…Facial emotion recognition using convolutional neural networks (FERC) (2020)Facial emotion recognition us…Addressing the public mental health challenge of COVID-19 (2020)Addressing the public mental …A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition (2020)A 3D-convolutional neural net…Long Short Term Memory Hyperparameter Optimization for a Neural Network Based Emotion Recognition Framework (2018)Long Short Term Memory Hyperp…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…Emotion recognition using facial expressions (2017)Emotion recognition using fac…Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain (2017)Emotion Recognition from EEG …Affect representation and recognition in 3D continuous valence–arousal–dominance space (2016)Affect representation and rec…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…Classification of human emotion from EEG using discrete wavelet transform (2010)Classification of human emoti…Emotion recognition from multiple physiological signals using intra- and inter-modality attention fusion network (2023)Emotion recognition from mult…A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-18 (2023)A subject-independent portabl…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)Emotion recognition in human-computer interaction (2001)Emotion recognition based on physiological changes in music listening (2008)Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Facial Action Coding System (1978)Emotion Recognition From Body Movement (2019)Psychosocial Health Interventions by Social Robots: Systematic Review of Randomized Controlled Trials (2019)Electrocardiogram-Based Emotion Recognition Systems and Their Applications in Healthcare—A Review (2021)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Subject independent emotion recognition from EEG using VMD and deep learning (2019)Emotion recognition with convolutional neural network and EEG-based EFDMs (2020)Recognition of human emotions using EEG signals: A review (2021)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)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Measures of emotion: A review (2009)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Constants across cultures in the face and emotion. (1971)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Facial Emotion Recognition: State of the Art Performance on FER2013 (2021)Automated emotion recognition: Current trends and future perspectives (2022)Advances in Facial Expression Recognition: A Survey of Methods, Benchmarks, Models, and Datasets (2024)Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science (2020)The psychological impact of quarantine and how to reduce it: rapid review of the evidence (2020)A portrait of the early and differential mental health impacts of the COVID-19 pandemic in Canada: Findings from the first wave of a nationally representative cross-sectional survey (2021)Public mental health: required actions to address implementation failure in the context of COVID-19 (2022)The Impact of the COVID-19 Pandemic and Associated Control Measures on the Mental Health of the General Population (2022)Emotion Recognition From EEG Using Higher Order Crossings (2009)Emotional state classification from EEG data using machine learning approach (2013)Emotion recognition based on EEG feature maps through deep learning network (2021)Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model (2022)Emotion recognition in EEG signals using deep learning methods: A review (2023)
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References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform436 cited
  • 2020Facial emotion recognition using convolutional neural networks (FERC)415 cited
  • 2017Emotion recognition using facial expressions311 cited
  • 2020Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition300 cited
  • 2020Addressing the public mental health challenge of COVID-19289 cited
  • 2017Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain285 cited
  • 2020MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach205 cited
  • 2020High Gamma Band EEG Closely Related to Emotion: Evidence From Functional Network184 cited
  • 2018Long Short Term Memory Hyperparameter Optimization for a Neural Network Based Emotion Recognition Framework135 cited
  • 2016Affect representation and recognition in 3D continuous valence–arousal–dominance space127 cited

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  • 2020The Human in Emotion Recognition on Social Media: Attitudes, Outcomes, Risks120 cited
  • 2020A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition117 cited
  • Cited by

    • 2023A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-1851 cited
    • 2023Emotion recognition from multiple physiological signals using intra- and inter-modality attention fusion network49 cited