89
Detection of Epileptic Seizure Using STFT and Statistical Analysis
DOI: http://dx.doi.org/10.5772/intechopen.89026
[17] Epileptologie Bonn/Forschung/
AG Lehnertz/EEG Data Download.
2018;64:061907. DOI: 10.1103/
PhysRevE.64.061907. Retrieved from:
http://epileptologie-bonn.de/cms/
front_content.php?idcat=193&lang=3&
changelang=3
[18] Singh P, Pachori RB. Classification
of focal and nonfocal EEG signals
using features derived from
Fourier-based rhythms. Journal of
Mechanics in Medicine and Biology.
2017;17(07):1740003. https://www.
worldscientific.com/doi/abs/10.1142/
S0219519417400036
[19] Kaur J, Kaur A. A review on analysis
of EEG signals. IEEE International
Conference on Advances in Computer
Engineering and Applications.
2015:957-960. DOI: 10.1109/
ICACEA.2015.7164844. https://
ieeexplore.ieee.org/document/7164844
[20] Pradhan N, Dutt DN. Data
compression by linear prediction
for storage and transmission of EEG
signals. International Journal of
Biomedical Computing. 1994;35(3):207217. https://ieeexplore.ieee.org/abstract/
document/7164844
[21] Ramadan R, Vasilakos A. Brain
computer interface: Control
signals review. Neurocomputing.
2017;223:26-44
[22] Tzallas AT, Tsipouras MG,
Fotiadis DI. Epileptic seizure detection
in EEGs using time-frequency analysis.
IEEE Transactions on Information
Technology in Biomedicine.
2009;13(5):703-710
[23] Vaseghi VS. Advanced Signal
Processing and Digital Noise Reduction.
New York: Wiley; 1996
[24] Stoica P, Moses R. Spectral Analysis
of Signals. Upper Saddle River, New
Jersey, USA: Prentice Hall; 2005, ISBN
0-13-113956-8. pp. 15-33
[25] Taylor JK. Statistical Techniques
for Data Analysis. London: Lewis
Publishers; 1990
[26] Gröchenig K. Foundations of TimeFrequency Analysis. Birkhäuser Boston:
Springer Science; 2001. pp. 37-58
[27] Shaker MM. EEG waves classifier
using wavelet transform and Fourier
transform. World Academy of
Science Engineering and Technology.
2007;3:723-728
[28] Şengür A, Guo Y, Akbulut Y. Timefrequency texture descriptors of EEG
signals for efficient detection of epileptic
seizure. Brain Informatics. 2016;3:101-108
[29] Stoica P, Moses RL. Introduction to
Spectral Analysis. Prentice hall: Upper
Saddle River, NJ, USA; 1997
[30] Ramos-Aguilar R, Olvera-López JA,
Olmos-Pineda I. Analysis of EEG
signal processing techniques based on
spectrograms. Research in Computing
Science. 2017:145;151-162. http://
www.rcs.cic.ipn.mx/2017_145/
Analysis%20of%20EEG%20Signal%20
Processing%20Techniques%20
based%20on%20Spectrograms.pdf
[31] Langton C, Levin V. The Intuitive
Guide to Fourier Analysis and
Spectral Estimation. Ist edition, USA:
Mountcastle Company; 2017
[32] Walker JS. Fast Fourier Transform.
USA: CRC Press; 1996, ISBN:
9780849371639
[33] Herman RL. An Introduction to
Fourier Analysis. NY, USA: Chapman
and Hall, CRC Press; 2016
[34] Davis SP, Abrams MC, Brault JW.
Fourier Transform Spectrometry 2001.
pp. 41-66
[35] Zabidi A et al. Short-time Fourier
transform analysis of EEG signal
generated during imagined writing.
Detection of Epileptic Seizure Using STFT and Statistical Analysis
DOI: http://dx.doi.org/10.5772/intechopen.89026
[17] Epileptologie Bonn/Forschung/
AG Lehnertz/EEG Data Download.
2018;64:061907. DOI: 10.1103/
PhysRevE.64.061907. Retrieved from:
http://epileptologie-bonn.de/cms/
front_content.php?idcat=193&lang=3&
changelang=3
[18] Singh P, Pachori RB. Classification
of focal and nonfocal EEG signals
using features derived from
Fourier-based rhythms. Journal of
Mechanics in Medicine and Biology.
2017;17(07):1740003. https://www.
worldscientific.com/doi/abs/10.1142/
S0219519417400036
[19] Kaur J, Kaur A. A review on analysis
of EEG signals. IEEE International
Conference on Advances in Computer
Engineering and Applications.
2015:957-960. DOI: 10.1109/
ICACEA.2015.7164844. https://
ieeexplore.ieee.org/document/7164844
[20] Pradhan N, Dutt DN. Data
compression by linear prediction
for storage and transmission of EEG
signals. International Journal of
Biomedical Computing. 1994;35(3):207217. https://ieeexplore.ieee.org/abstract/
document/7164844
[21] Ramadan R, Vasilakos A. Brain
computer interface: Control
signals review. Neurocomputing.
2017;223:26-44
[22] Tzallas AT, Tsipouras MG,
Fotiadis DI. Epileptic seizure detection
in EEGs using time-frequency analysis.
IEEE Transactions on Information
Technology in Biomedicine.
2009;13(5):703-710
[23] Vaseghi VS. Advanced Signal
Processing and Digital Noise Reduction.
New York: Wiley; 1996
[24] Stoica P, Moses R. Spectral Analysis
of Signals. Upper Saddle River, New
Jersey, USA: Prentice Hall; 2005, ISBN
0-13-113956-8. pp. 15-33
[25] Taylor JK. Statistical Techniques
for Data Analysis. London: Lewis
Publishers; 1990
[26] Gröchenig K. Foundations of TimeFrequency Analysis. Birkhäuser Boston:
Springer Science; 2001. pp. 37-58
[27] Shaker MM. EEG waves classifier
using wavelet transform and Fourier
transform. World Academy of
Science Engineering and Technology.
2007;3:723-728
[28] Şengür A, Guo Y, Akbulut Y. Timefrequency texture descriptors of EEG
signals for efficient detection of epileptic
seizure. Brain Informatics. 2016;3:101-108
[29] Stoica P, Moses RL. Introduction to
Spectral Analysis. Prentice hall: Upper
Saddle River, NJ, USA; 1997
[30] Ramos-Aguilar R, Olvera-López JA,
Olmos-Pineda I. Analysis of EEG
signal processing techniques based on
spectrograms. Research in Computing
Science. 2017:145;151-162. http://
www.rcs.cic.ipn.mx/2017_145/
Analysis%20of%20EEG%20Signal%20
Processing%20Techniques%20
based%20on%20Spectrograms.pdf
[31] Langton C, Levin V. The Intuitive
Guide to Fourier Analysis and
Spectral Estimation. Ist edition, USA:
Mountcastle Company; 2017
[32] Walker JS. Fast Fourier Transform.
USA: CRC Press; 1996, ISBN:
9780849371639
[33] Herman RL. An Introduction to
Fourier Analysis. NY, USA: Chapman
and Hall, CRC Press; 2016
[34] Davis SP, Abrams MC, Brault JW.
Fourier Transform Spectrometry 2001.
pp. 41-66
[35] Zabidi A et al. Short-time Fourier
transform analysis of EEG signal
generated during imagined writing.