Title :
A Simulation Study of Controlling Epileptic Seizures on Simulink
Author :
Xiao, Zhenguo ; Tian, Xin
Author_Institution :
Dept. of Biomed. Eng., Tianjin Med. Univ., Tianjin
Abstract :
Based on a nonlinear brainstem-thalamus-cerebral cortex dynamic model, a control signal module is added to the cerebral cortex neuclei. Normal, abnormal and controlled state of brainstem function can be successfully simulated with the model on Simulink platform of Matlab. A periodic signal (square pulse) or nonperiodic signal (gauss noise) is imposed on the model. Three quantitative indexes (amplitude, correlation dimension and Kc complexity) are used to analyze the experiment results. The results indicate that the abnormal state of the brainstem dysfunction could be controlled to the normal state by adding control signal. The parameters setting of control signal, however, are very important for successful control.
Keywords :
brain; diseases; electroencephalography; mathematics computing; medical control systems; medical signal processing; neurophysiology; nonlinear control systems; nonlinear dynamical systems; EEG; Matlab; brainstem dysfunction; brainstem-thalamus-cerebral cortex dynamic model; cerebral cortex neuclei; epileptic seizure control; gauss noise; nonlinear dynamic model; nonperiodic signal; periodic square pulse control signal; simulink; Brain modeling; Cerebral cortex; Computational modeling; Electroencephalography; Epilepsy; Gaussian noise; Mathematical model; Medical simulation; Nervous system; Pathogens;
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1747-6
Electronic_ISBN :
978-1-4244-1748-3
DOI :
10.1109/ICBBE.2008.210