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Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals
16 references·1 citing·34 second hopsampled
Recognition of emotional states using frequency effective connectivity maps through transfer learning approach from electroencephalogram signals (2022)Recognition of emotional states using fre…EEG-based emotion recognition using 4D convolutional recurrent neural network (2020)EEG-based emotion recognition…EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM (2020)EEG emotion recognition using…SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)SAE+LSTM: A New Framework for…Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition (2019)Phase-Locking Value Based Gra…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…A Review on Nonlinear Methods Using Electroencephalographic Recordings for Emotion Recognition (2019)A Review on Nonlinear Methods…A Multi-Column CNN Model for Emotion Recognition from EEG Signals (2019)A Multi-Column CNN Model for …EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EEG Emotion Recognition Using…Emotions Recognition Using EEG Signals: A Survey (2017)Emotions Recognition Using EE…DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices (2017)DREAMER: A Database for Emoti…An approach to EEG-based emotion recognition using combined feature extraction method (2016)An approach to EEG-based emot…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…Ratings for emotion film clips (2014)Ratings for emotion film clipsDEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …A Multimodal Database for Affect Recognition and Implicit Tagging (2011)A Multimodal Database for Aff…A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-18 (2023)A subject-independent portabl…A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)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 via Channel-Wise Attention and Self Attention (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)A systematic review on affective computing: emotion models, databases, and recent advances (2022)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition in human-computer interaction (2001)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)EEG-Based Emotion Recognition in Music Listening (2010)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition (2020)Investigating EEG-based functional connectivity patterns for multimodal emotion recognition (2022)Emotion recognition in EEG signals using deep learning methods: A review (2023)Differential entropy feature for EEG-based emotion classification (2013)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 From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques (2021)Review of the emotional feature extraction and classification using EEG signals (2021)
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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
  • 2011A Multimodal Database for Affect Recognition and Implicit Tagging1,664 cited
  • 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks1,605 cited
  • 2017Emotions Recognition Using EEG Signals: A Survey1,199 cited
  • 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices1,130 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
  • 2019SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG269 cited
  • 2020EEG-based emotion recognition using 4D convolutional recurrent neural network248 cited
  • 2019Phase-Locking Value Based Graph Convolutional Neural Networks for Emotion Recognition215 cited
  • 2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals177 cited
  • 2016An approach to EEG-based emotion recognition using combined feature extraction method

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154 cited
  • 2019A Review on Nonlinear Methods Using Electroencephalographic Recordings for Emotion Recognition134 cited
  • 2014Ratings for emotion film clips130 cited
  • Cited by

    • 2023A subject-independent portable emotion recognition system using synchrosqueezing wavelet transform maps of EEG signals and ResNet-1851 cited