EEG-Based Emotion Recognition Using Statistical Measures and Auto-Regressive Modeling

作者: Aravind E. Vijayan , Deepak Sen , A.P. Sudheer

DOI: 10.1109/CICT.2015.24

关键词:

摘要: In this paper, a novel approach towards classification of various human emotions based on statistically weighed autoregressive modeling of Electroencephalogram (EEG) signals is …

参考文章(35)
Scott E. Kerick, Kelvin S. Oie, Kaleb McDowell, Assessment of EEG Signal Quality in Motion Environments ,(2009)
Tian Lan, Andre Adami, Deniz Erdogmus, Misha Pavel, None, Estimating cognitive state using EEG signals european signal processing conference. pp. 1- 4 ,(2005) , 10.5281/ZENODO.39141
Qiang Wang, Olga Sourina, Minh Khoa Nguyen, EEG-Based "Serious" Games Design for Medical Applications cyberworlds. pp. 270- 276 ,(2010) , 10.1109/CW.2010.56
Lindsay M. Oberman, Joseph P. McCleery, Vilayanur S. Ramachandran, Jaime A. Pineda, EEG evidence for mirror neuron activity during the observation of human and robot actions: Toward an analysis of the human qualities of interactive robots international conference on development and learning. ,vol. 70, pp. 2194- 2203 ,(2007) , 10.1016/J.NEUCOM.2006.02.024
F. R. On, R. Jailani, H. Norhazman, N. M. Zaini, Binaural beat effect on brainwaves based on EEG international colloquium on signal processing and its applications. pp. 339- 343 ,(2013) , 10.1109/CSPA.2013.6530068
Sander Koelstra, Christian Mühl, Mohammad Soleymani, Jong-Seok Lee, Ashkan Yazdani, Touradj Ebrahimi, Thierry Pun, Anton Nijholt, Ioannis Patras, DEAP: A Database for Emotion Analysis ;Using Physiological Signals IEEE Transactions on Affective Computing. ,vol. 3, pp. 18- 31 ,(2012) , 10.1109/T-AFFC.2011.15
Min-Ki Kim, Miyoung Kim, Eunmi Oh, Sung-Phil Kim, A Review on the Computational Methods for Emotional State Estimation from the Human EEG Computational and Mathematical Methods in Medicine. ,vol. 2013, pp. 573734- 573734 ,(2013) , 10.1155/2013/573734
J. R. Castro Conde, T. Gonzalez-Hernandez, D. Gonzalez Barrios, C. Gonzalez Campo, Neonatal apneic seizure of occipital lobe origin: continuous video-EEG recording. Pediatrics. ,vol. 129, ,(2012) , 10.1542/PEDS.2011-2447
Myung-Kul Yum, Ki-Young Jung, Hoon-Chul Kang, Heung Dong Kim, Young-Min Shon, Joong-Ku Kang, Il Keun Lee, Ki-Jong Park, Oh-Young Kwon, Effect of a ketogenic diet on EEG: Analysis of sample entropy Seizure-european Journal of Epilepsy. ,vol. 17, pp. 561- 566 ,(2008) , 10.1016/J.SEIZURE.2008.02.007