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Emotion Recognition Based on EEG Using Generative Adversarial Nets and Convolutional Neural Network
16 references·0 citing·42 second hopsampled
Emotion Recognition Based on EEG Using Generative Adversarial Nets and Convolutional Neural Network (2021)Emotion Recognition Based on EEG Using Ge…Emotion recognition with convolutional neural network and EEG-based EFDMs (2020)Emotion recognition with conv…EEG-based emotion recognition using 4D convolutional recurrent neural network (2020)EEG-based emotion recognition…EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder (2020)EEG-Based Emotion Classificat…SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG (2019)SAE+LSTM: A New Framework for…EEG-Based Emotion Recognition using 3D Convolutional Neural Networks (2018)EEG-Based Emotion Recognition…Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition (2018)Continuous Convolutional Neur…Human Emotion Recognition with Electroencephalographic Multidimensional Features by Hybrid Deep Neural Networks (2017)Human Emotion Recognition wit…Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition (2017)Hierarchical Convolutional Ne…Emotion recognition from multi-channel EEG data through Convolutional Recurrent Neural Network (2016)Emotion recognition from mult…Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Investigating Critical Freque…DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Short-term emotion assessment in a recall paradigm (2009)Short-term emotion assessment…Emotion Recognition From EEG Using Higher Order Crossings (2009)Emotion Recognition From EEG …Emotion classification based on gamma-band EEG (2009)Emotion classification based …A real-time automated system for the recognition of human facial expressions (2006)A real-time automated system …EMOTION IN SPEECH: RECOGNITION AND APPLICATION TO CALL CENTERS (1999)EMOTION IN SPEECH: RECOGNITIO…The expression of the emotions in man and animals. (1872)Acoustic profiles in vocal emotion expression. (1996)Affective Computing (1997)Recognition of emotions in interactive voice response systems (2003)EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines (2011)A revised version of the psychoticism scale (1985)Personality and Individual Differences (1985)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)A circumplex model of affect. (1980)Emotion recognition in human-computer interaction (2001)Physiological signals based human emotion Recognition: a review (2011)Categorical and dimensional affect analysis in continuous input: Current trends and future directions (2012)A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition (2020)Measuring emotion: The self-assessment manikin and the semantic differential (1994)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Emotion And Adaptation (1991)EEG-based emotion recognition during watching movies (2011)EEG-based emotion classification using deep belief networks (2014)Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Measuring facial expressions by computer image analysis (1999)Emotion and sociable humanoid robots (2003)Toward Emotion Recognition in Car-Racing Drivers: A Biosignal Processing Approach (2008)Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network (2018)MPED: A Multi-Modal Physiological Emotion Database for Discrete Emotion Recognition (2019)Emotional Intelligence (1990)THE MIRROR-NEURON SYSTEM (2004)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)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 James-Lange Theory of Emotions: A Critical Examination and an Alternative Theory (1927)Using Deep Convolutional Neural Network for Emotion Detection on a Physiological Signals Dataset (AMIGOS) (2018)EEG-based emotion recognition using an end-to-end regional-asymmetric convolutional neural network (2020)Emotion Recognition for Human-Robot Interaction: Recent Advances and Future Perspectives (2020)Map projections: A working manual (1987)Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity (2019)Emotion recognition in EEG signals using deep learning methods: A review (2023)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)
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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
  • 2009Emotion Recognition From EEG Using Higher Order Crossings687 cited
  • 2009Emotion classification based on gamma-band EEG413 cited
  • 2009Short-term emotion assessment in a recall paradigm368 cited
  • 2006A real-time automated system for the recognition of human facial expressions355 cited
  • 2017Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition337 cited
  • 2016Emotion recognition from multi-channel EEG data through Convolutional Recurrent Neural Network307 cited
  • 1999EMOTION IN SPEECH: RECOGNITION AND APPLICATION TO CALL CENTERS276 cited
  • 2019SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG269 cited
  • 2020EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder260 cited
  • 2018EEG-Based Emotion Recognition using 3D Convolutional Neural Networks251 cited
  • 2020EEG-based emotion recognition using 4D convolutional recurrent neural network248 cited
  • 2020Emotion recognition with convolutional neural network and EEG-based EFDMs215 cited

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2018
Continuous Convolutional Neural Network with 3D Input for EEG-Based Emotion Recognition
197 cited
  • 2017Human Emotion Recognition with Electroencephalographic Multidimensional Features by Hybrid Deep Neural Networks186 cited
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