Prediction of brain electrical activity in epilepsy using a higher-dimensional prediction algorithm for discrete time cellular neural networks (DTCNN)

Proceedings - IEEE International Symposium on Circuits and Systems

Volumn 5, Issue , 2004, Pages

  Gollas, F ^a   Niederhofer C ^a   Tetzlaff, R ^a  

^a GOETHE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BRAIN; ERROR ANALYSIS; NEUROLOGY; SIGNAL PROCESSING; SPEECH ANALYSIS; SPEECH CODING;

DISCRETE TIME CELLULAR NEURAL NETWORK (DTCNN); ELECTRICAL ACTIVITY; ELECTROENCEPHALOGRAPHIC (EEG); SEIZURES;

NEURAL NETWORKS;

EID: 4344603754     PISSN: 02714310     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. M. Schetzen, The Volterra and Wiener Theories of Nonlinear Systems, Wiley, 1980.
2. Leon O. Chua, CNN: A Paradigm for Complexity, vol. 31 of A, World Scientific Series on Nonlinear Science, University of California, Berkeley, 1998.
3. Jr. M.D. Ph.D. Jerome Engel, Seizures and Epilepsy, Contemporary neurology series; 31, 1989.
4. C. Niederhöfer, S. Suna, and R. Tetzlaff, "Nonlinear prediction of brain electrical activity in epilepsy with a volterra rls algorithm," in 2002 IEEE International Symposium on Circuits and Systems, 2002.
5. T. H. Bullok, J. Z. Achimowicz, R. B. Duckrow, S. S. Spencer, and V. J. Iragui-Madoz, "Biocoherence of intracranial ""eeg"" in sleep, wakefulness and seizures," Elsevier, Electroencephalography and clinical Neurophysiology, no. 103, pp. 661-678, 1997.
6. G. Dumermuth, P.J. Huber, B. Kleiner, and Th. Gasser, "Analysis of the interrelations between frequency bands of the ""eeg"" by means of the bisprectrum. a preliminary study.," Elsevier, Electroencephalography and Clinical Neurophysiology, no. 31, pp. 137-148, 1971.
7. W. H. Press, S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, Numerical Recipes in C: The Art of Scientific Computing, Cambridge University Press, New York, 1992.
8. C. Ames, D. Feiden, G. Geis, R. Kunz, A. Loncar, F. Puffer, R. Schoenmeyer, R. Tetzlaff, and D. Weiß, SCNN 2000 Dokumentation, Institut für Angewandte Physik, Johann Wolfgang Gothe Universität Frankfurt am Main, 2000.
9. A. Loncar, R. Kunz, and R. Tetzlaff, "Scnn 2000 - part i: Basic structure and features of the simulation system for cellular neural networks," Catania, 2000.
10. D. Weiß, "Nichtlineare Prädiktion hirnelektrischer Aktivität mit Zellularen Nichtlinearen Netzwerken bei Epilepsie," Diploma Thesis, Johann Wolfang Goethe University, Frankfurt am Main, Germany, 2001.