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EEG-Based Brain Computer Interface for Emotion Recognition
8 references·0 citing·36 second hop
EEG-Based Brain Computer Interface for Emotion Recognition (2022)EEG-Based Brain Computer Interface for Em…EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques (2021)EEG-based emotion recognition…A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN (2021)A Comparative Study of Window…Development of a Real-Time Emotion Recognition System Using Facial Expressions and EEG based on machine learning and deep neural network methods (2020)Development of a Real-Time Em…An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness (2019)An EEG-Based Brain Computer I…Emotional state classification from EEG data using machine learning approach (2013)Emotional state classificatio…EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…A real-time automated system for the recognition of human facial expressions (2006)A real-time automated system …Prosody-based automatic detection of annoyance and frustration in human-computer dialog (2002)Prosody-based automatic detec…Emotion recognition in human-computer interaction (2001)Recognizing emotion in speech (2002)Emotional speech recognition: Resources, features, and methods (2006)Survey on speech emotion recognition: Features, classification schemes, and databases (2010)Measuring emotion: The self-assessment manikin and the semantic differential (1994)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions (2008)Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals (2017)Human emotion recognition using deep belief network architecture (2018)An Efficient LSTM Network for Emotion Recognition From Multichannel EEG Signals (2020)The nature of emotion: Fundamental questions. (1994)Affective Computing (1997)EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention (2020)Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition (2022)EEG Based Emotion Recognition: A Tutorial and Review (2022)Measuring facial expressions by computer image analysis (1999)Emotion and sociable humanoid robots (2003)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)Constants across cultures in the face and emotion. (1971)A circumplex model of affect. (1980)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Advances in Multimodal Emotion Recognition Based on Brain–Computer Interfaces (2020)EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective (2024)Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review (2024)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression (2010)Automated emotion recognition: Current trends and future perspectives (2022)Deep learning-based EEG emotion recognition: Current trends and future perspectives (2023)Core affect and the psychological construction of emotion. (2003)Emotion Recognition Using a Reduced Set of EEG Channels Based on Holographic Feature Maps (2022)Music emotion recognition based on temporal convolutional attention network using EEG (2024)What are emotions? And how can they be measured? (2005)A systematic survey on multimodal emotion recognition using learning algorithms (2023)A review on EEG-based multimodal learning for emotion recognition (2025)From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications (2025)
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References

  • 2013Emotional state classification from EEG data using machine learning approach757 cited
  • 2002Prosody-based automatic detection of annoyance and frustration in human-computer dialog390 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2006A real-time automated system for the recognition of human facial expressions355 cited
  • 2020Development of a Real-Time Emotion Recognition System Using Facial Expressions and EEG based on machine learning and deep neural network methods275 cited
  • 2021EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques209 cited
  • 2019An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness185 cited
  • 2021A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN52 cited

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