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Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition
16 references·0 citing·29 second hop
Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition (2024)Multi-Scale Masked Autoencoders for Cross…GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition (2022)GANSER: A Self-Supervised Dat…MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2021)MS-MDA: Multisource Marginal …EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition (2019)Multisource Transfer Learning…From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition (2019)From Regional to Global Brain…EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)EEG Based Emotion Recognition…Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)Domain Adaptation for EEG Emo…Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)Spatial–Temporal Recurrent Ne…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals (2018)Cross-Subject Emotion Recogni…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…Emotion Recognition based on EEG using LSTM Recurrent Neural Network (2017)Emotion Recognition based on …Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …Emotion Recognition From EEG Using Higher Order Crossings (2009)Emotion Recognition From EEG …Emotion recognition in human-computer interaction (2001)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotional Intelligence (1990)Affective Computing (1997)THE MIRROR-NEURON SYSTEM (2004)EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM (2020)Human emotion recognition from EEG-based brain–computer interface using machine learning: a comprehensive review (2022)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG Based Emotion Recognition: A Tutorial and Review (2022)TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition (2022)Measuring emotion: The self-assessment manikin and the semantic differential (1994)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (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)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Mechanism Design via Differential Privacy (2007)A Review of Emotion Recognition Using Physiological Signals (2018)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 BCI Emotion Recognition: A Survey (2020)Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)Measures of emotion: A review (2009)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)
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References

  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 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
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
  • 2017Emotion Recognition based on EEG using LSTM Recurrent Neural Network653 cited
  • 2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition595 cited
  • 2019EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations396 cited
  • 2019Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition355 cited
  • 2019From Regional to Global Brain: A Novel Hierarchical Spatial-Temporal Neural Network Model for EEG Emotion Recognition316 cited
  • 2018Cross-Subject Emotion Recognition Using Flexible Analytic Wavelet Transform From EEG Signals294 cited
  • 2019Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity292 cited

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  • 2021MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition228 cited
  • 2022GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition154 cited
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