ModelDB: Basal ganglia-thalamocortical loop model of action selection (Humphries and Gurney 2002)

Basal ganglia-thalamocortical loop model of action selection (Humphries and Gurney 2002)

Accession: 83562

We embed our basal ganglia model into a wider circuit containing the motor thalamocortical loop and thalamic reticular nucleus (TRN). Simulation of this extended model showed that the additions gave five main results which are desirable in a selection/switching mechanism. First, low salience actions (i.e. those with low urgency) could be selected. Second, the range of salience values over which actions could be switched between was increased. Third, the contrast between the selected and non-selected actions was enhanced via improved differentiation of outputs from the BG. Fourth, transient increases in the salience of a non-selected action were prevented from interrupting the ongoing action, unless the transient was of sufficient magnitude. Finally, the selection of the ongoing action persisted when a new closely matched salience action became active. The first result was facilitated by the thalamocortical loop; the rest were dependent on the presence of the TRN. Thus, we conclude that the results are consistent with these structures having clearly defined functions in action selection.
References:
1. Humphries MD (2003) High level modeling of dopamine mechanisms in striatal neurons Technical Report ABRG 3
2. Humphries MD, Gurney KN (2002) The role of intra-thalamic and thalamocortical circuits in action selection. Network 13:131-56 [PubMed]

Citations Citation Browser

Model Information (Click on a link to find other models with that property)

Model Type:	Connectionist Network;
Brain Region(s)/Organism:
Cell Type(s):
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):	Dopamine;
Simulation Environment:	MATLAB; Simulink;
Model Concept(s):	Parkinson's; Action Selection/Decision Making;
Implementer(s):	Humphries, Mark D [m.d.humphries at shef.ac.uk];

Search NeuronDB for information about: Dopamine;

Model files

Help downloading and running models

extendedbg_current.mdl

extended_model_ZOH.m

This is the (top-level) README.txt for the model code associated with
the publications:

Humphries, M. D. & Gurney, K. N. (2002). The role of intra-thalamic
and thalamocortical circuits in action selection. Network: Computation
in Neural Systems, 13, 131-156.

Humphries, M.D. (2003). High level modeling of dopamine mechanisms in
 striatal neurons. Technical Report ABRG 3. Dept. Psychology
 University of Sheffield, UK.  Simulink model of the extended basal
 ganglia model

There is both a MATLAB version (see README_matlab.txt) and a simulink
version (see README_simulink.txt) of the extended basal ganglia model.

ModelDB Home SenseLab Home Help
Questions, comments, problems? Email the ModelDB Administrator
How to cite ModelDB
This site is Copyright 2012 Shepherd Lab, Yale University