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Real-Time EEG-Based Emotion Recognition and Its Applications · Study

WorkReal-Time EEG-Based Emotion Recognition and Its Applications

Yisi Liu2011

Work2011

Real-Time EEG-Based Emotion Recognition and Its Applications

Yisi Liu · Olga Sourina · Minh Khoa Nguyen

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

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Gaze Tracking and Assistive Technology

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References

1980A circumplex model of affect.1994Measuring emotion: The self-assessment manikin and the semantic differential 2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual 1884II.—WHAT IS AN EMOTION ?2005What is an emotion?1988Approach to an irregular time series on the basis of the fractal theory 2009Measures of emotion: A review 1979Affective space is bipolar.

Cited by

2020Emotion Recognition From Multi-Channel EEG via Deep Forest 2019Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks 2015Real-time EEG-based emotion monitoring using stable features 2020Comparison of different feature extraction methods for EEG-based emotion recognition 2022GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition 2019A survey of machine learning techniques in physiology based mental stress detection systems

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Details

Year2011

Typeother

Published2011-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations274

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-642-22336-5_13

openalex_workW110731996

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2019A Hierarchical Bidirectional GRU Model With Attention for EEG-Based Emotion Classification

2019An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness