Feedback controlled electrical nerve stimulation: A computer simulation

被引:7
作者
Doruk, R. Ozgur [1 ]
机构
[1] Middle E Tech Univ, TR-10 Guzelyurt, Mersin, Turkey
关键词
SDRE method; SDDRE method; Hodgkin-Huxley model; Computer simulation; Repetitive firing; BIFURCATION; SELEGILINE;
D O I
10.1016/j.cmpb.2010.01.006
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The role of repetitive firing in neurophysiologic or neuropsychiatric disorders, such as Parkinson, epilepsy and bipolar type disorders, has always been a topic of medical research as therapies target either the cease of firing or a decrease in its frequency. In electrotherapy, one of the mechanisms to achieve the purpose in point is to apply a low density electric current to the nervous system. In this study, a computer simulation is provided of a treatment in which the stimulation current is computed by nerve fiber cell membrane potential feedback so that the level of the current is automatically instead of manually adjusted. The behavior of the nerve cell is represented by the Hodgkin-Huxley (HH) model, which is slightly modified into a linear model with state dependent coefficients. Due to this modification, the algebraic and differential Riccati equations can be applied, which allows an optimal controller minimizing a quadratic performance index given by the user. Using a controlled current injection can decrease unnecessarily long current injection times that may be harmful to the neuronal network. This study introduces a prototype for a possible future application to a network of neurons as it is more realistic than a single neuron. (C) 2010 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:98 / 112
页数:15
相关论文
共 30 条
[1]  
[Anonymous], DRUGS CONTROL EPILEP
[2]   Lamotrigine and the treatment of mania in bipolar disorder [J].
Berk, M .
EUROPEAN NEUROPSYCHOPHARMACOLOGY, 1999, 9 :S119-S123
[3]  
Cloutier JR, 1997, P AMER CONTR CONF, P932, DOI 10.1109/ACC.1997.609663
[4]  
CLOUTIER JR, 1997, P AM CONTR C ALB NEW
[5]   INTRODUCTION TO BIFURCATION-THEORY [J].
CRAWFORD, JD .
REVIEWS OF MODERN PHYSICS, 1991, 63 (04) :991-1037
[6]   MATCONT: A MATLAB package for numerical bifurcation analysis of ODEs [J].
Dhooge, A ;
Govaerts, W ;
Kuznetsov, YA .
ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE, 2003, 29 (02) :141-164
[7]   Washout filter based control for the Hodgkin-Huxley nerve cell dynamics [J].
Doruk, Resat Oezguer .
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2010, 18 (04) :553-570
[8]   Feedback control of Hodgkin-Huxley nerve cell dynamics [J].
Fröhlich, F ;
Jezernik, S .
CONTROL ENGINEERING PRACTICE, 2005, 13 (09) :1195-1206
[9]   Annihilation of single cell neural oscillations by feedforward and feedback control [J].
Fröhlich, F ;
Jezernik, S .
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2004, 17 (02) :165-178
[10]  
Gao C, 2007, COMM COM INF SC, V5, P112