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FMLAN: A novel framework for cross-subject and cross-session EEG emotion recognition
16 references·0 citing·39 second hopsampled
FMLAN: A novel framework for cross-subject and cross-session EEG emotion recognition (2024)FMLAN: A novel framework for cross-subjec…PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals (2023)PR-PL: A Novel Prototypical R…GLFANet: A global to local feature aggregation network for EEG emotion recognition (2023)GLFANet: A global to local fe…DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition (2023)DA-CapsNet: A multi-branch ca…GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition (2022)GMSS: Graph-Based Multi-Task …Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition (2021)Plug-and-Play Domain Adaptati…MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2021)MS-MDA: Multisource Marginal …Cross-Subject EEG Emotion Recognition With Self-Organized Graph Neural Network (2021)Cross-Subject EEG Emotion Rec…A novel transferability attention neural network model for EEG emotion recognition (2021)A novel transferability atten…Feature-level fusion approaches based on multimodal EEG data for depression recognition (2020)Feature-level fusion approach…Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)Domain Adaptation for EEG Emo…EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)EmotionMeter: A Multimodal Fr…Cross-Subject Emotion Recognition Using Deep Adaptation Networks (2018)Cross-Subject Emotion Recogni…Multi-modal emotion analysis from facial expressions and electroencephalogram (2016)Multi-modal emotion analysis …Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Emotion and Decision Making (2014)Emotion and Decision MakingAVEC 2013 (2013)AVEC 2013A 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)Development of a Rating Scale for Primary Depressive Illness (1967)Comparison of Beck Depression Inventories-IA and-II in Psychiatric Outpatients (1996)Affective Computing (1997)AVEC 2014 (2014)AVEC 2016 (2016)EEG Based Emotion Recognition: A Tutorial and Review (2022)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. (2001)Awe, the diminished self, and collective engagement: Universals and cultural variations in the small self. (2017)Affect and emotions as drivers of climate change perception and action: a review (2021)Psychological Resilience: An Affect-Regulation Framework (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 Using Regularized Graph Neural Networks (2020)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)Differential entropy feature for EEG-based emotion classification (2013)CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings (2022)Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition (2022)Emotion recognition in human-computer interaction (2001)A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition (2020)EEG-Based BCI Emotion Recognition: A Survey (2020)The Hospital Anxiety and Depression Scale (1983)Diagnostic and Statistical Manual of Mental Disorders(DSM) (2008)Diagnostic and Statistical Manual of Mental Disorders (DSM) (2017)A multi-modal open dataset for mental-disorder analysis (2022)Automated emotion recognition: Current trends and future perspectives (2022)Deep learning-based EEG emotion recognition: Current trends and future perspectives (2023)Emotions Recognition Using EEG Signals: A Survey (2017)A Large Finer-grained Affective Computing EEG Dataset (2023)Multisource Associate Domain Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2023)Self‐training maximum classifier discrepancy for EEG emotion recognition (2023)MSFR-GCN: A Multi-Scale Feature Reconstruction Graph Convolutional Network for EEG Emotion and Cognition Recognition (2023)Self-Supervised EEG Emotion Recognition Models Based on CNN (2023)
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References

  • 2014Emotion and Decision Making2,908 cited
  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions1,274 cited
  • 2013AVEC 2013584 cited
  • 2020Feature-level fusion approaches based on multimodal EEG data for depression recognition351 cited
  • 2019Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity292 cited
  • 2021MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition228 cited
  • 2018Cross-Subject Emotion Recognition Using Deep Adaptation Networks215 cited
  • 2022GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition209 cited
  • 2021Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition150 cited
  • 2023PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals125 cited
  • 2021Cross-Subject EEG Emotion Recognition With Self-Organized Graph Neural Network118 cited
  • 2016Multi-modal emotion analysis from facial expressions and electroencephalogram116 cited
  • 2021A novel transferability attention neural network model for EEG emotion recognition

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116 cited
  • 2023GLFANet: A global to local feature aggregation network for EEG emotion recognition116 cited
  • 2023DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition112 cited
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