Modeling influences of dopamine on synchronization behavior of striatum. (2nd January 2017)

• Record Type: Journal Article
• Authors: Çakir, Yüksel
• Is Part Of: Network. Volume 28:Number 1(2017)
• Page Start: 28
• Page End: 52
• Publication Date: 2017-01-02
• Subjects: Dopamine -- medium spiny neurons -- striatum -- Izhikevich model; Neural computers -- Periodicals; Neural networks (Computer science) -- Periodicals; 006.32
• DOI: 10.1080/0954898X.2017.1378824
• Languages: English
• ISSNs: 0954-898X

Abstract

ABSTRACT: A network model of striatum that comprises medium spiny neurons (MSNs) and fast spiking interneurons (FSIs) is constructed following the work of Humphries et al. (2009). The dynamic behavior of striatum microcircuit is investigated using a dopamine-modulated modified Izhikevich neuron model. The influences of dopamine on the synchronization behavior of the striatal microcircuit and the dependence on receptor type are investigated with and without time delay. To investigate the role of two types of dopamine receptors, D1 and D2, on the overall activity of the striatum microcircuit, the activities of two groups are considered as disconnected and connected. When the connection exists between D1 and D2 sub-networks with zero dopamine and time delay, neuronal activity decreases because of an inhibitory effect of the connected neurons of the other sub-network. In the presence of dopamine, an increase in the activity of D1 type MSNs and quiescent behavior of D2 type MSNs are observed when the time delay is zero. However, the diversity in synchronization of D1 and D2 type MSNs is observed for different synaptic time delays and synaptic strengths in the case that dopamine is present.