Title :
Conductance-based computational model of basal ganglia
Author :
Mohagheghi-Nejad, Mohammad Reza ; Bahrami, F. ; Janahmadi, Mahyar
Author_Institution :
Sch. of Electr. & Comput. Eng., Univ. of Tehran, Tehran, Iran
Abstract :
The basal ganglia play an important role in motor control and their malfunction is implicated in several disorders including Parkinson´s disease (PD), in which dopamine concentration is greatly reduced. This is associated with changes in their firing patterns, evidenced by increase in firing rate of output nuclei of basal ganglia and synchronization between neurons of different micro-circuitry of basal ganglia. The most effective way to alleviate the symptoms of PD is to take Levodopa which replenishes dopamine storage in the brain. However, long-term use of Levodopa results in motor fluctuations and dyskinesia. Here, we developed a conductance-based computational model of basal ganglia which considers modulatory effects of dopamine on its target nucleus, that is on striatum. This model can be used to investigate the effect of variations of the dopamine levels on motor fluctuation. Moreover, the effect of applying deep brain electrical stimulation on different nuclei of basal ganglia can be investigated through the proposed model.
Keywords :
bioelectric potentials; brain; cellular biophysics; diseases; electric admittance; medical disorders; organic compounds; patient treatment; physiological models; Parkinson disease; basal ganglia micro-circuitry; conductance-based computational model; deep brain electrical stimulation effect; dopamine modulatory effects; dyskinesia; motor control; motor fluctuations; neuron synchronization; striatum; target nucleus; Basal ganglia; Biological system modeling; Brain modeling; Computational modeling; Mathematical model; Neurons; Synchronization; Basal ganglia; Conductance-based computational model; Motor fluctuation; Parkinson´s disease;
Conference_Titel :
Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
Conference_Location :
Tehran
DOI :
10.1109/IranianCEE.2014.6999867