EN
ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM
Abstract
In this paper, the proposed approach to the problems
of assessing the rhythms of the brain develops an analysis is made of the
existing features of processing neurological signals. For the analysis of
epileptic discharges, which are the focus of work, it is proposed to use
orthogonal transformations. This was done on the basis of a reasoned model of
epileptic discharges as a class of broadband pulse signals. The analysis of the
main features of the discrete Fourier and Hartley transforms is presented as
the main methods of signal processing in the case of epileptic seizures is
carried out. The results of the analysis of the real, containing a fragment of
the epileptic discharge of the EEG record obtained on the basis of the proposed
approach are presented.
Keywords
References
- [1] R. S. Fisher, W. Van Emde Boas, W. Blume et al., “Epileptic seizures and epilepsy: definitions proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE),”Epilepsia, vol.46, no.4,pp.470–472, 2005.
- [2] S. Noachtar and J. Remi, “The role of EEG in epilepsy: a critical review,”Epilepsy and Behavior, vol.15, no.1, pp.22–33, 2009.
- [3] W. Ku, R. H. Storer, and C. Georgakis, “Disturbance detection and isolation by dynamic principal component analysis,”Chemometrics and Intelligent Laboratory Systems, vol.30, no.1, pp.179–196,1995.
- [4] V. P. Nigam and D. Graupe, “A neural-network-based detectionof epilepsy,”Neurological Research, vol.26, no.1, pp.55–60,2004.
- [5] V. Srinivasan, C. Eswaran, and A. N. Sriraam, “Artificial neural network based epileptic detection using time-domain and frequency-domain features,”Journal of Medical Systems, vol.29, no. 6, pp. 647–660, 2005.
- [6] Асанова Л.М., Чехонин В.П., Гавриленко А.Я. Иммуноферментный анализ нейроспецифических белков в сыворотке крови больных эпилепсией // Журн. неврологии и психиатрии им. С.С. Корсакова. 1995. Т. 95. № 3. С. 30—31.
- [7] Гнездицкий В.В. Вызванные потенциалы головного мозга в клинической практике. М.: МЕДпресс-информ, 2003. 264 с. [8] Казаковцев Б.А. Психические расстройства при эпилепсии. М., 1999. 416 с.
- [9] Коберская Н.Н, Зенков Л.Р, Захаров В.В., Преображенская И.С. Когнитивный потенциал Р300 при болезни Паркинсона и деменции с тельцами Леви // Неврол. журн. 2006. Прил. 1. С. 26—31.
Details
Primary Language
English
Subjects
-
Journal Section
Research Article
Publication Date
December 1, 2017
Submission Date
July 10, 2017
Acceptance Date
August 10, 2017
Published in Issue
Year 2017 Volume: 2 Number: 2
APA
Horiushkina, A., & Breslavets, J. (2017). ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM. The Journal of Cognitive Systems, 2(2), 47-50. https://izlik.org/JA44JB57JM
AMA
1.Horiushkina A, Breslavets J. ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM. JCS. 2017;2(2):47-50. https://izlik.org/JA44JB57JM
Chicago
Horiushkina, Alla, and Juliya Breslavets. 2017. “ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM”. The Journal of Cognitive Systems 2 (2): 47-50. https://izlik.org/JA44JB57JM.
EndNote
Horiushkina A, Breslavets J (December 1, 2017) ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM. The Journal of Cognitive Systems 2 2 47–50.
IEEE
[1]A. Horiushkina and J. Breslavets, “ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM”, JCS, vol. 2, no. 2, pp. 47–50, Dec. 2017, [Online]. Available: https://izlik.org/JA44JB57JM
ISNAD
Horiushkina, Alla - Breslavets, Juliya. “ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM”. The Journal of Cognitive Systems 2/2 (December 1, 2017): 47-50. https://izlik.org/JA44JB57JM.
JAMA
1.Horiushkina A, Breslavets J. ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM. JCS. 2017;2:47–50.
MLA
Horiushkina, Alla, and Juliya Breslavets. “ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM”. The Journal of Cognitive Systems, vol. 2, no. 2, Dec. 2017, pp. 47-50, https://izlik.org/JA44JB57JM.
Vancouver
1.Alla Horiushkina, Juliya Breslavets. ANALYSIS OF EPILEPTIC SIGNALS BASED ON DISCRETE HARTLEY TRANSFORM AND DISCRETE FOURIER TRANSFORM. JCS [Internet]. 2017 Dec. 1;2(2):47-50. Available from: https://izlik.org/JA44JB57JM