PMID: 9427107Jun 1, 1997Paper

Static and dynamic state feedback control model of basal ganglia-thalamocortical loops

International Journal of Neural Systems
A Lörincz

Abstract

It is argued that a novel control architecture, the Static and Dynamic State (SDS) feedback scheme, which utilizes speed-field tracking, exhibits global stability, and allows on-line tuning by any adaptation mechanism without canceling stability if certain structural conditions are met, can be viewed as a model of basal ganglia-thalamocortical loops since (1) the SDS scheme predicts the neuronal groups that fit neuronal classification in the supplementary motor area, the motor cortex and the putamen, (2) the structural stability conditions require parallel channels, a feature that these loops provide, and (3) the SDS scheme predicts two major disorders that can be identified as Parkinson's and Huntington's diseases. Simulations suggests that the basal ganglia work outside the realm of the stability condition allowed by the robustness of the scheme and required for increased computation speeds.

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Citations

Nov 25, 2003·International Journal of Neural Systems·A LörinczC Szepesvári
Jun 12, 2013·International Journal of Neural Systems·Chen LiuHui-Yan Li
Jul 27, 2000·Annals of the New York Academy of Sciences·A Lörincz, G Buzsáki

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