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Emotion recognition based on time–frequency distribution of EEG signals using multivariate synchrosqueezing transform
10 references·12 citing·38 second hop
Emotion recognition based on time–frequency distribution of EEG signals using multivariate synchrosqueezing transform (2018)Emotion recognition based on time–frequen…Evolutionary computation algorithms for feature selection of EEG-based emotion recognition using mobile sensors (2017)Evolutionary computation algo…Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain (2017)Emotion Recognition from EEG …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…Wavelet-based emotion recognition system using EEG signal (2016)Wavelet-based emotion recogni…Emotion recognition from EEG signals by using multivariate empirical mode decomposition (2016)Emotion recognition from EEG …Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)Improving BCI-based emotion r…EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation (2014)EEG-Based Emotion Recognition…Multimodal Emotion Recognition in Response to Videos (2011)Multimodal Emotion Recognitio…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A circumplex model of affect. (1980)A circumplex model of affect.TPRO-NET: an EEG-based emotion recognition method reflecting subtle changes in emotion (2024)TPRO-NET: an EEG-based emotio…Improved EEG-based emotion recognition through information enhancement in connectivity feature map (2023)Improved EEG-based emotion re…Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals (2023)Deep time-frequency features …TMLP+SRDANN: A domain adaptation method for EEG-based emotion recognition (2022)TMLP+SRDANN: A domain adaptat…Automated Emotion Identification Using Fourier–Bessel Domain-Based Entropies (2022)Automated Emotion Identificat…Emotion recognition based on fusion of long short-term memory networks and SVMs (2021)Emotion recognition based on …A Computerized Approach for Automatic Human Emotion Recognition Using Sliding Mode Singular Spectrum Analysis (2021)A Computerized Approach for A…Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy (2020)Physiological-signal-based em…Influence of music liking on EEG based emotion recognition (2020)Influence of music liking on …Emotional EEG classification using connectivity features and convolutional neural networks (2020)Emotional EEG classification …Emotion recognition using EEG phase space dynamics and Poincare intersections (2020)Emotion recognition using EEG…Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study (2019)Emotion Recognition Based on …Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)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)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)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)The Cognitive Structure of Emotions (1988)A Review and Meta-Analysis of Multimodal Affect Detection Systems (2015)Analysis of EEG Signals and Facial Expressions for Continuous Emotion Detection (2015)Human Emotion Recognition: Review of Sensors and Methods (2020)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Recognition of emotions using multimodal physiological signals and an ensemble deep learning model (2016)Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)EEG Based Emotion Recognition: A Tutorial and Review (2022)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)Emotion And Adaptation (1991)SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)EEG-Based Emotion Recognition in Music Listening (2010)Emotion recognition from multichannel EEG signals using K-nearest neighbor classification (2018)Subject independent emotion recognition from EEG using VMD and deep learning (2019)Comparison of different feature extraction methods for EEG-based emotion recognition (2020)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)Emotion recognition with convolutional neural network and EEG-based EFDMs (2020)Recognition of human emotions using EEG signals: A review (2021)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Data (2019)A survey of machine learning techniques in physiology based mental stress detection systems (2019)Emotion recognition based on EEG feature maps through deep learning network (2021)
this work references cited by second hop

References

  • 1980A circumplex model of affect.16,320 cited
  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2011Multimodal Emotion Recognition in Response to Videos723 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
  • 2016Wavelet-based emotion recognition system using EEG signal363 cited
  • 2017Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain285 cited
  • 2016Emotion recognition from EEG signals by using multivariate empirical mode decomposition243 cited
  • 2017Evolutionary computation algorithms for feature selection of EEG-based emotion recognition using mobile sensors233 cited

Cited by

  • 2020Emotional EEG classification using connectivity features and convolutional neural networks95 cited
  • 2020Influence of music liking on EEG based emotion recognition89 cited
  • 2020Physiological-signal-based emotion recognition: An odyssey from methodology to philosophy78 cited
  • 2019Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study

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66 cited
  • 2024TPRO-NET: an EEG-based emotion recognition method reflecting subtle changes in emotion63 cited
  • 2022TMLP+SRDANN: A domain adaptation method for EEG-based emotion recognition60 cited
  • 2020Emotion recognition using EEG phase space dynamics and Poincare intersections51 cited
  • 2021Emotion recognition based on fusion of long short-term memory networks and SVMs50 cited
  • 2021A Computerized Approach for Automatic Human Emotion Recognition Using Sliding Mode Singular Spectrum Analysis49 cited
  • 2022Automated Emotion Identification Using Fourier–Bessel Domain-Based Entropies47 cited
  • 2023Improved EEG-based emotion recognition through information enhancement in connectivity feature map44 cited
  • 2023Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals42 cited