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Revealing critical channels and frequency bands for emotion recognition from EEG with deep belief network
8 references·4 citing·33 second hop
Revealing critical channels and frequency bands for emotion recognition from EEG with deep belief network (2015)Revealing critical channels and frequency…EEG-based emotion classification using deep belief networks (2014)EEG-based emotion classificat…Differential entropy feature for EEG-based emotion classification (2013)Differential entropy feature …EEG-based emotion recognition during watching movies (2011)EEG-based emotion recognition…EEG-Based Emotion Recognition in Music Listening (2010)EEG-Based Emotion Recognition…Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications (2010)Affect Detection: An Interdis…Emotion classification based on gamma-band EEG (2009)Emotion classification based …Affective Computing (1997)Affective ComputingA revised version of the psychoticism scale (1985)A revised version of the psyc…An attention-based hybrid deep learning model for EEG emotion recognition (2022)An attention-based hybrid dee…A deep multi-source adaptation transfer network for cross-subject electroencephalogram emotion recognition (2021)A deep multi-source adaptatio…Cross-Subject EEG-Based Emotion Recognition with Deep Domain Confusion (2019)Cross-Subject EEG-Based Emoti…Multiple Feature Fusion for Automatic Emotion Recognition Using EEG Signals (2018)Multiple Feature Fusion for A…Emotion recognition in human-computer interaction (2001)Emotions Recognition Using EEG Signals: A Survey (2017)Spatial–Temporal Recurrent Neural Network for Emotion Recognition (2018)A systematic review on affective computing: emotion models, databases, and recent advances (2022)Emotional state classification from EEG data using machine learning approach (2013)A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signals (2019)Emotion Recognition from Multiband EEG Signals Using CapsNet (2019)Time–Frequency Representation and Convolutional Neural Network-Based Emotion Recognition (2020)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 expression of the emotions in man and animals. (1872)A Coefficient of Agreement for Nominal Scales (1960)Emotion And Adaptation (1991)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)Facial Expression Analysis under Partial Occlusion (2018)A circumplex model of affect. (1980)Emotion recognition based on physiological changes in music listening (2008)A Review of Emotion Recognition Using Physiological Signals (2018)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks (2015)Video-based emotion recognition using CNN-RNN and C3D hybrid networks (2016)EmotionMeter: A Multimodal Framework for Recognizing Human Emotions (2018)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (2018)Traumatic Events and Posttraumatic Stress Disorder in an Urban Population of Young Adults (1991)Refining the relationship between personality and subjective well-being. (2008)Exploring EEG Features in Cross-Subject Emotion Recognition (2018)Machines and Mindlessness: Social Responses to Computers (2000)IEMOCAP: interactive emotional dyadic motion capture database (2008)
this work references cited by second hop

References

  • 1997Affective Computing7,373 cited
  • 1985A revised version of the psychoticism scale3,094 cited
  • 2010Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications1,892 cited
  • 2013Differential entropy feature for EEG-based emotion classification1,215 cited
  • 2010EEG-Based Emotion Recognition in Music Listening1,023 cited
  • 2009Emotion classification based on gamma-band EEG413 cited
  • 2011EEG-based emotion recognition during watching movies375 cited
  • 2014EEG-based emotion classification using deep belief networks367 cited

Cited by

  • 2022An attention-based hybrid deep learning model for EEG emotion recognition59 cited
  • 2019Cross-Subject EEG-Based Emotion Recognition with Deep Domain Confusion57 cited
  • 2018Multiple Feature Fusion for Automatic Emotion Recognition Using EEG Signals56 cited
  • 2021A deep multi-source adaptation transfer network for cross-subject electroencephalogram emotion recognition53 cited

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