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Performance evaluation of multi-channel electroencephalogram signal (EEG) based time frequency analysis for human emotion recognition
15 references·3 citing·43 second hop
Performance evaluation of multi-channel electroencephalogram signal (EEG) based time frequency analysis for human emotion recognition (2022)Performance evaluation of multi-channel e…Tetromino pattern based accurate EEG emotion classification model (2021)Tetromino pattern based accur…LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals (2021)LEDPatNet19: Automated Emotio…Interpretable Emotion Recognition Using EEG Signals (2019)Interpretable Emotion Recogni…Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal (2019)Employing PCA and t-statistic…Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Emotion Recognition from Mult…EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)EEG Based Emotion Recognition…Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Exploring EEG Features in Cro…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Classifying Different Emotion…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …Emotion recognition method using entropy analysis of EEG signals (2011)Emotion recognition method us…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…A Novel Emotion Elicitation Index Using Frontal Brain Asymmetry for Enhanced EEG-Based Emotion Recognition (2011)A Novel Emotion Elicitation I…Classification of human emotion from EEG using discrete wavelet transform (2010)Classification of human emoti…AFLEMP: Attention-based Federated Learning for Emotion recognition using Multi-modal Physiological data (2024)AFLEMP: Attention-based Feder…Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals (2023)Deep time-frequency features …Deep Learning Models for Stress Analysis in University Students: A Sudoku-Based Study (2023)Deep Learning Models for Stre…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)Toward machine emotional intelligence: analysis of affective physiological state (2001)Real‐Time EEG‐Based Happiness Detection System (2013)Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)Recognition of human emotions using EEG signals: A review (2021)A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)Emotion recognition in human-computer interaction (2001)Emotions Recognition Using EEG Signals: A Survey (2017)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)What is an emotion? (2005)Basic Emotions, Natural Kinds, Emotion Schemas, and a New Paradigm (2007)Measures of emotion: A review (2009)EEG-Based BCI Emotion Recognition: A Survey (2020)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)A circumplex model of affect. (1980)Emotion recognition based on physiological changes in music listening (2008)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Human emotion recognition using deep belief network architecture (2018)An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)Analysis of emotion recognition using facial expressions, speech and multimodal information (2004)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-based emotion estimation using Bayesian weighted-log-posterior function and perceptron convergence algorithm (2013)Real-time EEG-based emotion monitoring using stable features (2015)3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition (2021)Emotion regulation and mental health. (1995)Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition (2019)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 Emotion Recognition in Music Listening (2010)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Emotion recognition based on EEG feature maps through deep learning network (2021)Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)
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References

  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform436 cited
  • 2019EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations396 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2018Exploring EEG Features in Cross-Subject Emotion Recognition370 cited
  • 2014Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns301 cited
  • 2019Emotion Recognition from Multiband EEG Signals Using CapsNet287 cited
  • 2011EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines273 cited
  • 2011A Novel Emotion Elicitation Index Using Frontal Brain Asymmetry for Enhanced EEG-Based Emotion Recognition226 cited
  • 2019Employing PCA and t-statistical approach for feature extraction and classification of emotion from multichannel EEG signal175 cited
  • 2019Interpretable Emotion Recognition Using EEG Signals162 cited
  • 2011Emotion recognition method using entropy analysis of EEG signals90 cited
  • 2021LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals

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74 cited
  • 2021Tetromino pattern based accurate EEG emotion classification model73 cited
  • Cited by

    • 2023Deep time-frequency features and semi-supervised dimension reduction for subject-independent emotion recognition from multi-channel EEG signals42 cited
    • 2023Deep Learning Models for Stress Analysis in University Students: A Sudoku-Based Study40 cited
    • 2024AFLEMP: Attention-based Federated Learning for Emotion recognition using Multi-modal Physiological data35 cited