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EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image
16 references·0 citing·34 second hop
EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image (2024)EEG emotion recognition using EEG-SWTNS n…EEG-based Emotion Recognition via Transformer Neural Architecture Search (2022)EEG-based Emotion Recognition…A Driving Fatigue Feature Detection Method Based on Multifractal Theory (2022)A Driving Fatigue Feature Det…SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals (2021)SparseDGCNN: Recognizing Emot…A novel transferability attention neural network model for EEG emotion recognition (2021)A novel transferability atten…EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)EEG-Based Emotion Recognition…EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM (2020)EEG emotion recognition using…MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)MPED: A Multi-Modal Physiolog…GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition (2019)GCB-Net: Graph Convolutional …EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations (2019)EEG Based Emotion Recognition…Survey on Emotional Body Gesture Recognition (2018)Survey on Emotional Body Gest…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…Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis (2016)Multichannel EEG-Based Emotio…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …A 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)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)Measuring emotion: The self-assessment manikin and the semantic differential (1994)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A circumplex model of affect. (1980)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 for Human-Robot Interaction: Recent Advances and Future Perspectives (2020)Emotion Recognition for Everyday Life Using Physiological Signals From Wearables: A Systematic Literature Review (2022)Deep learning-based multimodal emotion recognition from audio, visual, and text modalities: A systematic review of recent advancements and future prospects (2023)Affective Computing (1997)EEG Based Emotion Recognition: A Tutorial and Review (2022)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)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)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)Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament (1996)Emotions Recognition Using EEG Signals: A Survey (2017)Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques (2021)Review of the emotional feature extraction and classification using EEG signals (2021)SST-EmotionNet: Spatial-Spectral-Temporal based Attention 3D Dense Network for EEG Emotion Recognition (2020)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)Emotion recognition in EEG signals using deep learning methods: A review (2023)
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References

  • 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
  • 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
  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks914 cited
  • 2018Survey on Emotional Body Gesture Recognition481 cited
  • 2020EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM468 cited
  • 2019EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations396 cited
  • 2019GCB-Net: Graph Convolutional Broad Network and Its Application in Emotion Recognition396 cited
  • 2019MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition339 cited
  • 2016Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis303 cited
  • 2021SparseDGCNN: Recognizing Emotion From Multichannel EEG Signals185 cited
  • 2022EEG-based Emotion Recognition via Transformer Neural Architecture Search

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139 cited
  • 2022A Driving Fatigue Feature Detection Method Based on Multifractal Theory125 cited
  • 2021A novel transferability attention neural network model for EEG emotion recognition116 cited
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