EEG analysis by multi layer cellular nonlinear networks (CNN)

IEEE 2006 Biomedical Circuits and Systems Conference Healthcare Technology, BioCAS 2006

Volumn , Issue , 2006, Pages 25-28

  Niederhoefer, Christian ^a   Gollas, Frank ^a   Tetzlaff, Ronald ^a  

^a GOETHE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION ALGORITHMS; CHLORINE COMPOUNDS; COMPUTATIONAL COMPLEXITY; CORRELATION METHODS; ELECTRODES; ELECTROENCEPHALOGRAPHY; FORECASTING; HEALTH; METALLIZING; TECHNOLOGY;

BIOMEDICAL CIRCUITS AND SYSTEMS; CELLULAR NONLINEAR NETWORKS; CORRELATION DIMENSION; EEG ANALYSIS; EPILEPTIC SEIZURES; HEALTH CARE TECHNOLOGY; MULTI LAYERING; PATTERN DETECTIONS; PREDICTION ERRORS; SIGNAL PREDICTION;

NONLINEAR NETWORKS;

EID: 52949101354     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIOCAS.2006.4600299     Document Type: Conference Paper

References (22)

1. F. Gollas, C. Niederhöfer and Ronald Tetzlaff, Prediction of Brain Electrical Activity in Epilepsy using a Higher-Dimensional Prediction Algorithm for Discrete Time Cellular Neural Networks (DTCNN), ISCAS 2004, Vancouver, Canada
2. C. Niederhöfer and R. Tetzlaff, Recent Results on the Prediction of EEG Signals in Epilepsie by Discrete-Time Cellular Neural. Networks (DTCNN), ISCAS 2005, Kobe, Japan
3. Leon O. Chua, A Paradigm for Complexity, vol. 31, World Scientific Series on Nonlinear Science, University of California, Berkeley, 1998
4. D. Weiß, R. Tetzlaff, Anticipation of Epileptic Seizures by Cellular Neural Networks ?, ISCAS 2002, Phoenix Arizona, USA
5. 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
6. Jerome Engels, Seizures and Epilepsy, ISBN 0-8036-3201-0, F.A. Davis Company, USA, 1989
7. Roland Kunz, Christian Niederhöfer und Ronald Tetzlaff, Prediction of Epileptic Seizures by CNN with Linear Weight Functions, CNNA 2002, Frankfurt/Main, Germany
8. R. Tetzlaff, C. Niederhöfer, P. Fischer, Feature Extraction in Epilepsy Using a Cellular Neural Network Based Device - First Results, ISCAS 2003, Bangkok, Thailand
9. C. Niederhöfer, P. Fischer, R. Tetzlaff, Pattern Detection by CNN in Epilepsy - Recent Results, SPIE 2003, Maspalomas, Gran Canaria, Spain
10. A. Loncar, R. Kunz, R. Tetzlaff, SCNN 2000 - Part. I : Basic Structures and Features of the Simulation System for Cellular Neural Networks, CNNA 2000, Catania, Italy
11. R. Kunz, A. Loncar, R. Tetzlaff, SCNN 2000 - Part. II : The Simulation Control System, CNNA 2000, Catania, Italy
12. C. Niederhöfer, R. Tetzlaff, Prediction of Epileptic Seizures using Multi-Layer Delay-Type Discrete Time Cellular Nonlinear Networks (DTCNN) - Long-Term Studies, SPIE 2005, Sevilla, Spain
13. R. Tetzlaff, C. Niederhöfer, P. Fischer, Intelligent implantable medical. devices: the epilepsy problem, SPIE 2005, Sevilla, Spain
14. R. Tetzlaff, C. Niederhöfer, P. Fischer, Automated detection of a preseizure state: Nonlinear EEG analysis in epilepsy by Cellular Nonlinear Networks and Volterra Systems, International Journal of Circuit Theory and its Applications, 2005
15. P. Fischer, R. Tetzlaff, Pattern detection by Cellular Neural Networks (CNN) in long-term recordings of a brain electrical, activity in epilepsy, IJCNN, Budapest, Hungary
16. C. Niederhöfer, P. Fischer, R. Tetzlaff, Pattern Detection by CNN in Epilepsy - Recent Results, SPIE 2003, Gran Canaria, Spain
17. C. Niederhöfer, S. Suna, R. Tetzlaff, Nonlinear Prediction of Brain Electrical Activity in Epilepsy with a Volterra RLS Algorithm, ISCAS 2002, Phoenix, Arizona, USA
18. R. Kunz, R. Tetzlaff, D. Wolf, Brain electrical activity in epilepsy: Characterization of the spatio-temporal dynamics with Cellular Neural. networks based on a correlation dimension analysis, ISCAS 2000, Genova, Switzerland
19. C. Niederhöfer, R. Tetzlaff, Detection of a preseizure state in epilepsy: Signal prediction by maximally weakly nonlinear networks ?, ISCAS 2006, KOS, Greece
20. C. Niederhöfer, R. Tetzlaff, Prediction Error Profiles allowing a seizure forecasting in epilepsy ?, CNNA 2006, Istanbul, Turkey
21. R.Kunz and r. Tetzlaff, Spatio-Temporal. Dynamics of Brain Electrical Activity in Epilepsy: Analysis with Cellular Neural Networks (CNNs), Journal of Cirquits, Systems and Computation, vol.12 No.6 December 2003
22. th IEEE International Workshop of CNNs and their Applications