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Self-supervised group meiosis contrastive learning for EEG-based emotion recognition
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Self-supervised group meiosis contrastive learning for EEG-based emotion recognition (2023)Self-supervised group meiosis contrastive…Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation (2023)Dual-Encoder VAE-GAN With Spa…GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition (2022)GANSER: A Self-Supervised Dat…Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition (2022)Contrastive Learning of Subje…SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals (2021)SparseDGCNN: Recognizing Emot…LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals (2021)LEDPatNet19: Automated Emotio…Self-Supervised Learning for ECG-Based Emotion Recognition (2020)Self-Supervised Learning for …EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG-Based Emotion Recognition…An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)An Efficient LSTM Network for…A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition (2020)A Novel Bi-Hemispheric Discre…A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition (2020)A Channel-Fused Dense Convolu…Emotion Recognition using Multimodal Residual LSTM Network (2019)Emotion Recognition using Mul…Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network (2018)Emotion Recognition from Mult…EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…EEG Emotion Recognition Based on Graph Regularized Sparse Linear Regression (2018)EEG Emotion Recognition Based…Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Data (2017)Using Deep and Convolutional …Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources (2017)Emotion Recognition Based on …Emotion recognition in human-computer interaction (2001)Mechanism Design via Differential Privacy (2007)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Feature Extraction and Selection for Emotion Recognition from EEG (2014)Emotions Recognition Using EEG Signals: A Survey (2017)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)Emotion Recognition From Multi-Channel EEG via Deep Forest (2020)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Exploring temporal representations by leveraging attention-based bidirectional LSTM-RNNs for multi-modal emotion recognition (2020)MS-MDA: Multisource Marginal Distribution Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition (2021)Emotion recognition in EEG signals using deep learning methods: A review (2023)A revised version of the psychoticism scale (1985)Affective Computing (1997)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism (2022)Toward machine emotional intelligence: analysis of affective physiological state (2001)EEG emotion recognition based on the attention mechanism and pre-trained convolution capsule network (2023)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)A Dual-Branch Dynamic Graph Convolution Based Adaptive TransFormer Feature Fusion Network for EEG Emotion Recognition (2022)The nature of emotion: Fundamental questions. (1994)A Large Finer-grained Affective Computing EEG Dataset (2023)DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition (2023)Self‐training maximum classifier discrepancy for EEG emotion recognition (2023)EEG Based Emotion Recognition: A Tutorial and Review (2022)Emotion recognition and artificial intelligence: A systematic review (2014–2023) and research recommendations (2023)A Multi-Column CNN Model for Emotion Recognition from EEG Signals (2019)A comparative analysis of machine learning methods for emotion recognition using EEG and peripheral physiological signals (2020)CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings (2022)
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References

  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2020EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention588 cited
  • 2020A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition371 cited
  • 2020An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals361 cited
  • 2018Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network357 cited
  • 2022Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition300 cited
  • 2017Using Deep and Convolutional Neural Networks for Accurate Emotion Classification on DEAP Data235 cited
  • 2019Emotion Recognition using Multimodal Residual LSTM Network229 cited
  • 2021SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals185 cited
  • 2020A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition167 cited
  • 2022GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition154 cited
  • 2020Self-Supervised Learning for ECG-Based Emotion Recognition146 cited
  • 2017Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources123 cited
  • 2018EEG Emotion Recognition Based on Graph Regularized Sparse Linear Regression

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88 cited
  • 2021LEDPatNet19: Automated Emotion Recognition Model based on Nonlinear LED Pattern Feature Extraction Function using EEG Signals74 cited
  • 2023Dual-Encoder VAE-GAN With Spatiotemporal Features for Emotional EEG Data Augmentation74 cited
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