Using damping time for epileptic seizures detection in EEG

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 36, Issue 15, 2003, Pages 255-258

  Li, X ^a   Guan, X ^b   Du, R ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^b YANSHAN UNIVERSITY   (China)

Author keywords

Dynamic system; EEG, epileptic seizure; Eigenmodes; Embedding

Indexed keywords

DYNAMICAL SYSTEMS; NEUROPHYSIOLOGY;

AUTO REGRESSIVE MODELS; CALCULATION ALGORITHMS; DETECTION METHODS; DYNAMICAL CHARACTERISTICS; EEG RECORDING; EIGEN MODES; EMBEDDING; EPILEPTIC SEIZURES;

DAMPING;

EID: 24944441349     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/S1474-6670(17)33511-5     Document Type: Conference Paper

References (11)

1. Abarbanel, H. D., R. Brown, J. J. Sidorowich, L. S. Tsimring (1993). The analysis of observed chaotic data in physical systems. Rev. Mod. Physics 65, pp. 1331-1392.
2. Bergey, G. K, and Piotr J. Franaszczuk (2001). Epileptic Seizures are Characterized by Changing Signal Complexity. Clin. Neurophysiol. 112, pp. 241-249.
3. Blance, S., R. Q. Quian, O. A. Rosso, and S. Kochen (1995). Time - frequency analysis of electroencephalogram series. Phys. Rev. E, 51, pp. 2624-2631.
4. Cao, L. (1997). Practical method for determining the minimum embedding dimension of a scalar time series. Physica D, 110, pp. 43-50.
5. Gotman, J. (1989). Automatic seizures detection: improvements and evaluation. Electroenceph. Clin. Neurophysiol, 76, pp. 317-324
6. Kantz, H, and T. Schreiber (1997), Nonlinear time series analysis, Cambridge University Press.
7. Kopitzki, K., P. C. Wamke and J. Timmer (2002) Quantitive analysis by renormalized entropy of invasive EEG recordings in focal epilepsy, Phys. Rew. E. 58, pp. 4895-4864.
8. Neumaier, A. and T. Schneider (2001). Estimation of parameters and eignmodes of multivariate autoregressive models. ACM Transactions on Mathematical Software, 27, pp. 27-57.
9. Quian Quiroga R., S. Blanco, O. Rosso, H. Garcia and A. Rabinowicz (1997). Searching for Hidden Information with Gabor Transform in Generalized Tonic-Clonic Seizures, Electroenceph. and Clin. Neurophysiol, 103: pp. 434-439.
10. Wichman R, J. Astola, P. Heinonen P, Y. Neuvo (1990). FIR-median hybrid filters with excellent transient response in noisy conditions. IEEE Trans. Acoustics, Speech and Signal Processing, 38. pp. 2108-2117.
11. Yaylali, H., H. Kocak and P. Jayakar (1996). Detection of seizures from small samples using nonlinear dynamic system theory, IEEE. Trans. Biomed. Eng., 43, pp. 743-751.