EEG signals for emotion recognition
This paper proposes an emotion recognition system using the electroencephalographic (EEG) signals. Both time domain and frequency domain approaches for feature extraction were evaluated using neural network (NN) and fuzzy neural network (FNN) as classifiers. Data was collected using psychological st...
| Main Authors: | Abdul Rahman, Abdul Wahab, Kamaruddin, Norhaslinda, Palaniappan, L. K., Li, M., Khosrowabadi, Reza |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IOS, STM Publisher House
2010
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/9549/ http://irep.iium.edu.my/9549/1/EEG_signals_for_emotion_recognition.pdf |
Similar Items
Emotion recognition based on EEG: brain waves
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
Emotion recognition using EEG signals
by: Abdul Aziz, Normaziah, et al.
Published: (2011)
by: Abdul Aziz, Normaziah, et al.
Published: (2011)
EEG emotion recognition using features of Mel Frequency Cepstral Coefficients
by: Othman, Marini, et al.
Published: (2011)
by: Othman, Marini, et al.
Published: (2011)
Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram
by: Khosrowabadi, Reza, et al.
Published: (2011)
by: Khosrowabadi, Reza, et al.
Published: (2011)
EEG-based emotion recognition using self-organizing map for boundary detection
by: Khosrowabadi, Reza, et al.
Published: (2010)
by: Khosrowabadi, Reza, et al.
Published: (2010)
EEG emotion recognition system
by: Ma, Li Ya, et al.
Published: (2009)
by: Ma, Li Ya, et al.
Published: (2009)
Classification of EEG signals using MLP based on categorical and dimensional perceptions of emotions.
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
Dysphoria detection using EEG signals
by: Kamaruddin, Norhaslinda, et al.
Published: (2019)
by: Kamaruddin, Norhaslinda, et al.
Published: (2019)
ERNN: A biologically inspired feedforward neural network to discriminate emotion from EEG signal
by: Khosrowabadi, Reza, et al.
Published: (2014)
by: Khosrowabadi, Reza, et al.
Published: (2014)
Affective computation on EEG correlates of emotion from musical and vocal stimuli
by: Khosrowabadi, Reza, et al.
Published: (2009)
by: Khosrowabadi, Reza, et al.
Published: (2009)
Emotion detection from brain signals based on musical and visual stimuli
by: Othman, Marini, et al.
Published: (2011)
by: Othman, Marini, et al.
Published: (2011)
Automatic emotion recognition based on EEG and ECG signals while listening to quranic recitation compared with listening to music
by: Ahmed Yahya Al-Galal, Sabaa, et al.
Published: (2016)
by: Ahmed Yahya Al-Galal, Sabaa, et al.
Published: (2016)
CMAC-Based Computational Model of Affects (CCMA) from self-organizing feature mapping weights for classification of
emotion using EEG signals
by: Yaacob, Hamwira Sakti, et al.
Published: (2015)
by: Yaacob, Hamwira Sakti, et al.
Published: (2015)
EEG emotion recognition based on the dimensional models of emotions
by: Othman, Marini, et al.
Published: (2013)
by: Othman, Marini, et al.
Published: (2013)
CMAC-based computational model of affects (CCMA) for profiling emotion from EEG signals
by: Yaacob, Hamwira Sakti, et al.
Published: (2014)
by: Yaacob, Hamwira Sakti, et al.
Published: (2014)
Understanding long term memory effect towards driver’s pre-emotion by using EEG
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
Understanding students’ emotion while solving mathematical questions using EEG signals
by: Abdul Aziz, Normaziah, et al.
Published: (2011)
by: Abdul Aziz, Normaziah, et al.
Published: (2011)
Analysis of EEG signals using mathematical morphology decomposition and kurtosis: Detection of epileptiforms
by: Qayoom, Abdul, et al.
Published: (2014)
by: Qayoom, Abdul, et al.
Published: (2014)
Emotion detection using physiological signals EEG & ECG
by: AlzeerAlhouseini, Amjad M.R., et al.
Published: (2016)
by: AlzeerAlhouseini, Amjad M.R., et al.
Published: (2016)
Artifacts classification in EEG signals based on temporal average statistics
by: Abdul, Qayoom, et al.
Published: (2015)
by: Abdul, Qayoom, et al.
Published: (2015)
Valence-arousal approach for speech emotion recognition system
by: Kamaruddin, Norhaslinda, et al.
Published: (2013)
by: Kamaruddin, Norhaslinda, et al.
Published: (2013)
EEG-based emotion recognition using machine learning algorithms
by: Lam, Yee Wei
Published: (2024)
by: Lam, Yee Wei
Published: (2024)
Statistical approach for a complex emotion recognition based on EEG features
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2016)
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2016)
Heterogeneous driver behavior state recognition using speech signal
by: Kamaruddin, Norhaslinda, et al.
Published: (2011)
by: Kamaruddin, Norhaslinda, et al.
Published: (2011)
The dynamic emotion recognition system based on functional connectivity of brain regions
by: Khosrowabadi , Reza, et al.
Published: (2010)
by: Khosrowabadi , Reza, et al.
Published: (2010)
Investment decisions based on EEG emotion recognition
by: Mat Razi, Nurul Izzati, et al.
Published: (2017)
by: Mat Razi, Nurul Izzati, et al.
Published: (2017)
EEG-based emotion recognition in the investment activities
by: Mat Razi, Nurul Izzati, et al.
Published: (2016)
by: Mat Razi, Nurul Izzati, et al.
Published: (2016)
Emulating human cognitive approach for speech emotion recognition using MLP and GenSoFNN
by: Kamaruddin, Norhaslinda, et al.
Published: (2013)
by: Kamaruddin, Norhaslinda, et al.
Published: (2013)
Understanding the correlation of explicit and implicit memory effectiveness using EEG-based emotional arousal
by: Alarabi, Khamis Faraj, et al.
Published: (2011)
by: Alarabi, Khamis Faraj, et al.
Published: (2011)
Features extraction for speech emotion
by: Kamaruddin, Norhaslinda, et al.
Published: (2009)
by: Kamaruddin, Norhaslinda, et al.
Published: (2009)
Classification of EEG signals for understanding affective face processing impairment in autism
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
Review on support vector machine (SVM) classifier for human emotion pattern recognition from EEG signals
by: Zulkifli, Noor Aishah Atiqah, et al.
Published: (2015)
by: Zulkifli, Noor Aishah Atiqah, et al.
Published: (2015)
Classification of mental tasks using fixed and adaptive autoregressive models of EEG signals
by: Huan,, NJ, et al.
Published: (2005)
by: Huan,, NJ, et al.
Published: (2005)
CMAC for speech emotion profiling
by: Kamaruddin, Norhaslinda, et al.
Published: (2009)
by: Kamaruddin, Norhaslinda, et al.
Published: (2009)
EEG source imaging analysis of affect using sLoreta
by: Yaacob, Hamwira Sakti, et al.
Published: (2012)
by: Yaacob, Hamwira Sakti, et al.
Published: (2012)
Measuring customer perceptions index using CMAC speech emotion mapping
by: Kamaruddin, Norhaslinda, et al.
Published: (2014)
by: Kamaruddin, Norhaslinda, et al.
Published: (2014)
Investigation on dynamic speech emotion from the perspective of brain associative memory.
by: Kamaruddin, Norhaslinda, et al.
Published: (2013)
by: Kamaruddin, Norhaslinda, et al.
Published: (2013)
Analysis of Indonesian sentiment text based on affective space model (ASM) using electroencephalogram (EEG) signals
by: Hulliyah, Khodijah, et al.
Published: (2017)
by: Hulliyah, Khodijah, et al.
Published: (2017)
Speech emotion verification system (SEVS) based on MFCC for real time applications
by: Kamaruddin, Norhaslinda, et al.
Published: (2008)
by: Kamaruddin, Norhaslinda, et al.
Published: (2008)
Universality and diversity of cultural-influenced speech emotion recognition system
by: Kamaruddin, Norhaslinda, et al.
Published: (2016)
by: Kamaruddin, Norhaslinda, et al.
Published: (2016)
Similar Items
-
Emotion recognition based on EEG: brain waves
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011) -
Emotion recognition using EEG signals
by: Abdul Aziz, Normaziah, et al.
Published: (2011) -
EEG emotion recognition using features of Mel Frequency Cepstral Coefficients
by: Othman, Marini, et al.
Published: (2011) -
Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram
by: Khosrowabadi, Reza, et al.
Published: (2011) -
EEG-based emotion recognition using self-organizing map for boundary detection
by: Khosrowabadi, Reza, et al.
Published: (2010)