Chaos theory and epilepsy

被引:165
作者
Iasemidis, LD [1 ]
Sackellares, JC [1 ]
机构
[1] VET AFFAIRS MED CTR,NEUROL SERV,GAINESVILLE,FL 32608
关键词
epilepsy; electroencephalogram; chaos; nonlinear dynamics;
D O I
10.1177/107385849600200213
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Recently, interest has turned to the mathematical concept of chaos as an explanation for a variety of complex processes in nature. Chaotic systems, among other characteristics, can produce what appears to be random output. Another property of chaotic systems is that they may exhibit abrupt intermittent transitions between highly ordered and disordered states. Because of this property, it is hypothesized that epilepsy may be an example of chaos. In this review, some of the basic concepts of nonlinear dynamics and chaos are illustrated. Mathematical techniques developed to study the properties of nonlinear dynamical systems are outlined. Finally, the results of applying these techniques to the study of human epilepsy are discussed. The application of these powerful and novel mathematical techniques to analysis of the electroencephalogram has provided new insights into the epileptogenic process and may have considerable utility in the diagnosis and treatment of epilepsy.
引用
收藏
页码:118 / 126
页数:9
相关论文
共 65 条
[1]  
[Anonymous], SYNERGETICS BRAIN
[2]  
[Anonymous], 1987, Handbook of Electroencephalography and Clinical Neurophysiology: Methods of analysis of brain electrical and magnetic signals
[3]   LOW-DIMENSIONAL CHAOS IN AN INSTANCE OF EPILEPSY [J].
BABLOYANTZ, A ;
DESTEXHE, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1986, 83 (10) :3513-3517
[4]  
BAILIN H, 1987, CHAOS
[5]  
BAKER GL, 1990, CHAOTIC DYNAMICS
[6]  
Bullock T.H., 1989, BRAIN DYNAMICS PROGR, V2nd
[7]  
DASILVA FHL, 1987, ELECTROENCEPHALOGRAP, P871
[8]  
Degn H., 1987, CHAOS BIOL SYSTEMS
[9]  
DVORAC I, 1991, MATH APPROACHES BRAI
[10]   LIAPUNOV EXPONENTS FROM TIME-SERIES [J].
ECKMANN, JP ;
KAMPHORST, SO ;
RUELLE, D ;
CILIBERTO, S .
PHYSICAL REVIEW A, 1986, 34 (06) :4971-4979