PMID: 11604150Oct 18, 2001Paper

AR spectral analysis of EEG signals by using maximum likelihood estimation

Computers in Biology and Medicine
Inan GülerAhmet Alkan

Abstract

In this study, EEG signals were analyzed using autoregressive (AR) method. Parameters in AR method were realized by using maximum likelihood estimation (MLE). Results were compared with fast Fourier transform (FFT) method. It is observed that AR method gives better results in the analysis of EEG signals. On the other hand, the results have also showed that AR method can also be used for some other researches and diagnosis of diseases.

References

Jul 1, 1995·Computers in Biology and Medicine·N F GülerI Güler
Jun 4, 1998·IEEE Transactions on Bio-medical Engineering·M RoessgenB Boashash
Jun 30, 1998·IEEE Transactions on Bio-medical Engineering·R SrinivasanR B Silberstein

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Citations

Jan 20, 2007·Journal of Medical Systems·Ahmet Alkan, M Kemal Kiymik
Apr 26, 2005·Computer Methods and Programs in Biomedicine·Abdulhamit Subasi, Ergun Erçelebi
Jun 1, 2005·Neural Networks : the Official Journal of the International Neural Network Society·Abdulhamit SubasiM Kemal Kiymik
Apr 23, 2010·International Journal of Neural Systems·Oliver FaustBernhard H C Sputh
Jan 4, 2006·Computers in Biology and Medicine·Abdulhamit SubasiEtem Koklukaya
Oct 19, 2004·Journal of Neuroscience Methods·M Kemal KiymikAbdulhamit Subasi
Apr 20, 2006·Journal of Neuroscience Methods·Abdulhamit SubasiHasan Riza Ozcalik
Feb 16, 2006·Computers in Biology and Medicine·Abdulhamit Subasi
Jul 19, 2005·Journal of Neuroscience Methods·Ahmet AlkanAbdulhamit Subasi
Dec 3, 2014·Journal of Neuroscience Methods·Peiyang LiPeng Xu
Jul 29, 2008·Neural Networks : the Official Journal of the International Neural Network Society·Xiaoli LiXin Yao
Apr 2, 2013·Epilepsy & Behavior : E&B·M NiknazarS M Noorbakhsh
Jul 28, 2016·Brain Topography·S SamadiC Jutten
Feb 8, 2018·Computational and Mathematical Methods in Medicine·Syed Muhammad UsmanSimon Fong
Jul 9, 2008·The Clinical Neuropsychologist·Roger O GervaisPaul Green
Sep 23, 2014·Journal of Neural Engineering·Xinyang LiSim Heng Ong
Mar 24, 2018·Computational Intelligence and Neuroscience·Karen Alicia Aguilar CruzJosé de Jesús Medel Juárez

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