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Self-Supervised EEG Emotion Recognition Models Based on CNN
13 references·1 citing·42 second hop
Self-Supervised EEG Emotion Recognition Models Based on CNN (2023)Self-Supervised EEG Emotion Recognition M…GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition (2022)GMSS: Graph-Based Multi-Task …Recognition of human emotions using EEG signals: A review (2021)Recognition of human emotions…Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models (2021)Deep Learning Techniques for …Self-Supervised ECG Representation Learning for Emotion Recognition (2020)Self-Supervised ECG Represent…Learning CNN features from DE features for EEG-based emotion recognition (2019)Learning CNN features from DE…Emotion Recognition with Machine Learning Using EEG Signals (2018)Emotion Recognition with Mach…Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Identifying Stable Patterns o…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables (2006)Stress Detection in Computer …Emotion recognition using hierarchical spatial–temporal learning transformer from regional to global brain (2024)Emotion recognition using hie…Affective Computing (1997)Pupil size variation as an indication of affective processing (2003)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)The Role of Nonlinear Dynamics in Affective Valence and Arousal Recognition (2011)Activity-Aware Mental Stress Detection Using Physiological Sensors (2012)Large-scale wearable data reveal digital phenotypes for daily-life stress detection (2018)A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)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)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)A circumplex model of affect. 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References

  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 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
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2017Identifying Stable Patterns over Time for Emotion Recognition from EEG995 cited
  • 2020Self-Supervised ECG Representation Learning for Emotion Recognition388 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2021Deep Learning Techniques for Speech Emotion Recognition, from Databases to Models294 cited
  • 2006Stress Detection in Computer Users Based on Digital Signal Processing of Noninvasive Physiological Variables290 cited
  • 2021Recognition of human emotions using EEG signals: A review228 cited
  • 2022GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition209 cited
  • 2019Learning CNN features from DE features for EEG-based emotion recognition165 cited
  • 2018Emotion Recognition with Machine Learning Using EEG Signals147 cited

Cited by

  • 2024Emotion recognition using hierarchical spatial–temporal learning transformer from regional to global brain

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39 cited