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Emotion classification using EEG signals based on tunable‐ Q wavelet transform
16 references·1 citing·38 second hop
Emotion classification using EEG signals based on tunable‐ Q wavelet transform (2018)Emotion classification using EEG signals …Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors (2017)Optimal Feature Selection and…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…Human emotion recognition and analysis in response to audio music using brain signals (2016)Human emotion recognition and…An approach to EEG-based emotion recognition using combined feature extraction method (2016)An approach to EEG-based emot…Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers (2015)Improving BCI-based emotion r…Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns (2014)Classifying Different Emotion…Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty (2011)Emotion Assessment From Physi…EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines (2011)EEG-Based Emotion Recognition…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Real-Time EEG-Based Human Emotion Recognition and Visualization (2010)Real-Time EEG-Based Human Emo…Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis (2010)Emotion Recognition from Brai…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Emotion classification based on gamma-band EEG (2009)Emotion classification based …Emotion recognition using brain activity (2008)Emotion recognition using bra…Measuring emotion: The self-assessment manikin and the semantic differential (1994)Measuring emotion: The self-a…Classification of emotions from EEG signals using time‐order representation based on the S‐transform and convolutional neural network (2020)Classification of emotions fr…A circumplex model of affect. (1980)What is an emotion? (2005)Real-Time EEG-Based Emotion Recognition and Its Applications (2011)Real‐Time EEG‐Based Happiness Detection System (2013)Emotion Recognition Using Multimodal Deep Learning (2016)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)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)Flow: the psychology of optimal experience (1990)Flow: The Psychology of Optimal Experience (1991)A review of the use of psychophysiological methods in game research (2011)Review and Classification of Emotion Recognition Based on EEG Brain-Computer Interface System Research: A Systematic Review (2017)Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Toward machine emotional intelligence: analysis of affective physiological state (2001)Emotion recognition based on physiological changes in music listening (2008)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion And Adaptation (1991)EEG-based emotion recognition during watching movies (2011)EEG-based emotion classification using deep belief networks (2014)The nature and measurement of meaning. (1952)The Measurement of Meaning (1957)The Ryerson Audio-Visual Database of Emotional Speech and Song (RAVDESS): A dynamic, multimodal set of facial and vocal expressions in North American English (2018)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)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 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)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)
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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
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2015Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers506 cited
  • 2009Emotion classification based on gamma-band EEG413 cited
  • 2011Emotion Assessment From Physiological Signals for Adaptation of Game Difficulty402 cited
  • 2010Real-Time EEG-Based Human Emotion Recognition and Visualization313 cited
  • 2014Classifying Different Emotional States by Means of EEG-Based Functional Connectivity Patterns301 cited
  • 2011EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines273 cited
  • 2008Emotion recognition using brain activity270 cited
  • 2010Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis260 cited
  • 2016Human emotion recognition and analysis in response to audio music using brain signals

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223 cited
  • 2017Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors213 cited
  • 2016An approach to EEG-based emotion recognition using combined feature extraction method154 cited
  • Cited by

    • 2020Classification of emotions from EEG signals using time‐order representation based on the S‐transform and convolutional neural network55 cited