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Emotion recognition from EEG signals by using multivariate empirical mode decomposition · Study

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ArticleEmotion recognition from EEG signals by using multivariate empirical mode decomposition

Ahmet Mert2016

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Articlegreen2016

Emotion recognition from EEG signals by using multivariate empirical mode decomposition

Ahmet Mert · Aydın Akan

243 citations·0/0 files stored·Pattern Analysis and Applications

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Heart Rate Variability and Autonomic Control

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References

1980A circumplex model of affect.2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2010EEG-Based Emotion Recognition in Music Listening 2013Emotional state classification from EEG data using machine learning approach 2011Multimodal Emotion Recognition in Response to Videos 2014EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation 1995Observations: SAM: The Self-Assessment Manikin An Efficient Cross-Cultural Measurement Of Emotional Response 1

Cited by

2018Emotion recognition from multichannel EEG signals using K-nearest neighbor classification 2019Subject independent emotion recognition from EEG using VMD and deep learning 2020Comparison of different feature extraction methods for EEG-based emotion recognition 2019A survey of machine learning techniques in physiology based mental stress detection systems 2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals 2022Automated emotion recognition: Current trends and future perspectives

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2019Subject independent emotion recognition from EEG using VMD and deep learningarticle · 7 shared references 2017Review and Classification of Emotion Recognition Based on EEG Brain-Computer Interface System Research: A Systematic Reviewreview · 5 shared references 2019Fast Emotion Recognition Based on Single Pulse PPG Signal with Convolutional Neural Networkarticle · 5 shared references 2020Video‐triggered EEG‐emotion public databases and current methods: A surveyarticle · 5 shared references 2018Exploring EEG Features in Cross-Subject Emotion Recognitionarticle · 4 shared references 2014A survey of affective brain computer interfaces: principles, state-of-the-art, and challengesarticle · 4 shared references

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Year2016

Typearticle

Published2016-06-29

VenuePattern Analysis and Applications

ISSN-L1433-7541

Languageen

Citations243

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/s10044-016-0567-6

openalex_workW2467010667

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2019Learning CNN features from DE features for EEG-based emotion recognition

2024Role of machine learning and deep learning techniques in EEG-based BCI emotion recognition system: a review