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Classification of emotions from EEG signals using time‐order representation based on the S‐transform and convolutional neural network
10 references·2 citing·43 second hop
Classification of emotions from EEG signals using time‐order representation based on the S‐transform and convolutional neural network (2020)Classification of emotions from EEG signa…Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)Time–Frequency Representation…Emotion recognition from single-channel EEG signals using a two-stage correlation and instantaneous frequency-based filtering method (2019)Emotion recognition from sing…Emotion classification using EEG signals based on tunable‐ Q wavelet transform (2018)Emotion classification using …Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Real-Time Movie-Induced Discr…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 …Speech emotion recognition: Features and classification models (2012)Speech emotion recognition: F…EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines (2011)EEG-Based Emotion Recognition…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…Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach (2024)Enhanced multimodal emotion r…EEG-Based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning (2022)EEG-Based Emotion Recognition…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)Are there basic emotions? (1992)Vocal communication of emotion: A review of research paradigms (2003)A novel feature selection method for speech emotion recognition (2018)A Review on Speech Emotion Recognition Using Deep Learning and Attention Mechanism (2021)Improved speech emotion recognition with Mel frequency magnitude coefficient (2021)A circumplex model of affect. (1980)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)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)Human emotion recognition using deep belief network architecture (2018)MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)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)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)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)DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)Analysis of EEG Based Emotion Detection of DEAP and SEED-IV Databases Using SVM (2019)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)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Adaptive Tunable Q Wavelet Transform-Based Emotion Identification (2020)Ensemble Machine Learning-Based Affective Computing for Emotion Recognition Using Dual-Decomposed EEG Signals (2021)PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition (2021)
this work references cited by second hop

References

  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2010Classification of human emotion from EEG using discrete wavelet transform436 cited
  • 2017Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals357 cited
  • 2017Emotion recognition using facial expressions311 cited
  • 2020Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition300 cited
  • 2017Emotion Recognition from EEG Signals Using Multidimensional Information in EMD Domain285 cited
  • 2011EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines273 cited
  • 2012Speech emotion recognition: Features and classification models239 cited
  • 2019Emotion recognition from single-channel EEG signals using a two-stage correlation and instantaneous frequency-based filtering method110 cited
  • 2018Emotion classification using EEG signals based on tunable‐ Q wavelet transform60 cited

Cited by

  • 2022EEG-Based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning54 cited
  • 2024Enhanced multimodal emotion recognition in healthcare analytics: A deep learning based model-level fusion approach52 cited

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