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Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm · Study

WorkReal-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm

Yisi Liu2014

Work2014

Real-Time Subject-Dependent EEG-Based Emotion Recognition Algorithm

Yisi Liu · Olga Sourina

115 citations·0/0 files stored·Lecture notes in computer science

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Muscle activation and electromyography studies

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References

1994Measuring emotion: The self-assessment manikin and the semantic differential 2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual 2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2001Toward machine emotional intelligence: analysis of affective physiological state 1988Approach to an irregular time series on the basis of the fractal theory 2009Measures of emotion: A review 1996Pleasure-arousal-dominance: A general framework for describing and measuring individual differences in Temperament 2010EEG-Based Emotion Recognition in Music Listening

Cited by

2016EEG-based emotion recognition approach for e-healthcare applications 2022Spatial-frequency convolutional self-attention network for EEG emotion recognition 2018Effects of seafarers’ emotion on human performance using bridge simulation 2019Multi-method Fusion of Cross-Subject Emotion Recognition Based on High-Dimensional EEG Features 2018A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL)

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2013EEG Databases for Emotion Recognitionother · 14 shared references 2011Real-time EEG-based emotion recognition for music therapyarticle · 11 shared references 2014EEG-based subject-dependent emotion recognition algorithm using fractal dimensionother · 11 shared references 2013Real-Time Fractal-Based Valence Level Recognition from EEGother · 10 shared references 2020Comparison of different feature extraction methods for EEG-based emotion recognitionarticle · 8 shared references 2011Real-Time EEG-Based Emotion Recognition and Its Applicationsother · 7 shared references

Details

Year2014

Typeother

Published2014-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations115

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-662-43790-2_11

openalex_workW76639474

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2014EEG-based subject-dependent emotion recognition algorithm using fractal dimension

2018EEG-based classification of emotions using empirical mode decomposition and autoregressive model

2020Emotion Recognition in Valence-Arousal Space from Multi-channel EEG data and Wavelet based Deep Learning Framework