Title :
Models of cortico-basal ganglia circuits and synaptic plasticity for transcranial magnetic stimulation
Author :
Yen, Yu-yang ; Chen, Lee-ray ; Huang, Ying-zu ; Lo, Chung-Chuan
Author_Institution :
Inst. of Syst. Neurosci., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Abstract :
Transcranial magnetic simulations (TMS) is an effective tool for studying pathophysiology of dystonia as well as various other movement or cognitive functions of the brain. To study how TMS induces complex neuronal responses and plasticity, we built computational models for primary motor cortex, basal ganglia and synaptic plasticity. Our models have successfully reproduced neuronal responses to TMS, corresponding neural plasticity induced by a number of repetitive TMS protocols and different signal pathways in basal ganglia. With integration of the three models into a unified large-scale model (work in progress), we will be able to provide insights into neuronal mechanisms underlying the effectiveness of TMS and pathophysiology of dystonia.
Keywords :
brain; cognition; medical disorders; neural nets; neurophysiology; transcranial magnetic stimulation; basal ganglia; brain; cognitive functions; complex neuronal responses; computational models; cortico-basal ganglia circuits; dystonia pathophysiology; movement functions; neuronal mechanisms; primary motor cortex; repetitive TMS protocols; synaptic plasticity; transcranial magnetic stimulation; Artificial neural networks; Calcium; TBS; TMS; basal ganglia; dystonia; motor cortex; rTMS; synaptic plasticity;
Conference_Titel :
Complex Medical Engineering (CME), 2012 ICME International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-1617-0
DOI :
10.1109/ICCME.2012.6275678