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Analysis of brain areas in emotion recognition from EEG signals with deep learning methods
13 references·0 citing·44 second hop
Analysis of brain areas in emotion recognition from EEG signals with deep learning methods (2023)Analysis of brain areas in emotion recogn…Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)Comparing Recognition Perform…CNN based efficient approach for emotion recognition (2021)CNN based efficient approach …TSception:A Deep Learning Framework for Emotion Detection Using EEG (2020)TSception:A Deep Learning Fra…Emotion recognition with deep learning using GAMEEMO data set (2020)Emotion recognition with deep…EEG-Based Emotion Classification Using Spiking Neural Networks (2020)EEG-Based Emotion Classificat…EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder (2020)EEG-Based Emotion Classificat…Database for an emotion recognition system based on EEG signals and various computer games – GAMEEMO (2020)Database for an emotion recog…An EEG Database and Its Initial Benchmark Emotion Classification Performance (2020)An EEG Database and Its Initi…EEG-Based Multi-Modal Emotion Recognition using Bag of Deep Features: An Optimal Feature Selection Approach (2019)EEG-Based Multi-Modal Emotion…Emotion Recognition based on EEG using LSTM Recurrent Neural Network (2017)Emotion Recognition based on …DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)DEAP: A Database for Emotion …Core affect and the psychological construction of emotion. (2003)Core affect and the psycholog…An argument for basic emotions (1992)An argument for basic emotionsThe expression of the emotions in man and animals. (1872)Nebraska Symposium on Motivation: 1955 (1957)Emotion And Adaptation (1991)The Emerging Field of Emotion Regulation: An Integrative Review (1998)Well-being : the foundations of hedonic psychology (1999)Handbook of Positive Psychology (2001)A circumplex model of affect. (1980)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Affective Computing (1997)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild (2017)Attachment and Loss (1969)Judgment under Uncertainty: Heuristics and Biases (1975)Developments in the Measurement of Subjective Well-Being (2006)Compassion: An evolutionary analysis and empirical review. (2010)Emotion Regulation: Current Status and Future Prospects (2015)Differential entropy feature for EEG-based emotion classification (2013)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Deep BiLSTM neural network model for emotion detection using cross-dataset approach (2021)Learning DenseNet features from EEG based spectrograms for subject independent emotion recognition (2022)A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications (2024)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)Review on Emotion Recognition Based on Electroencephalography (2021)Cognitive psychology-based artificial intelligence review (2022)GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition (2022)The Measurement of Observer Agreement for Categorical Data (1977)A new fractal pattern feature generation function based emotion recognition method using EEG (2021)Automated emotion recognition: Current trends and future perspectives (2022)Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review (2024)Emotion Recognition From EEG Using Higher Order Crossings (2009)CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings (2022)EEG-based emotion recognition using hybrid CNN and LSTM classification (2022)Emotions Recognition Using EEG Signals: A Survey (2017)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Speech emotion recognition using deep 1D & 2D CNN LSTM networks (2018)LSDD-EEGNet: An efficient end-to-end framework for EEG-based depression detection (2022)GLFANet: A global to local feature aggregation network for EEG emotion recognition (2023)STGATE: Spatial-temporal graph attention network with a transformer encoder for EEG-based emotion recognition (2023)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM (2020)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism (2022)A systematic survey on multimodal emotion recognition using learning algorithms (2023)Emotion recognition in EEG signals using deep learning methods: A review (2023)
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  • 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
  • 2017Emotion Recognition based on EEG using LSTM Recurrent Neural Network653 cited
  • 2022Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition455 cited
  • 2020EEG-Based Emotion Classification Using a Deep Neural Network and Sparse Autoencoder260 cited
  • 2020Database for an emotion recognition system based on EEG signals and various computer games – GAMEEMO185 cited
  • 2020EEG-Based Emotion Classification Using Spiking Neural Networks162 cited
  • 2020TSception:A Deep Learning Framework for Emotion Detection Using EEG130 cited
  • 2019EEG-Based Multi-Modal Emotion Recognition using Bag of Deep Features: An Optimal Feature Selection Approach105 cited
  • 2021CNN based efficient approach for emotion recognition90 cited
  • 2020Emotion recognition with deep learning using GAMEEMO data set43 cited
  • 2020An EEG Database and Its Initial Benchmark Emotion Classification Performance41 cited

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