This is a reference implementation for the following models:
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M. Guthrie, A Leblois, A. Garenne, T. Boraud, "Interaction between cognitive and motor cortico-basal ganglia loops during decision making: a computational study", Journal of Neurophysiology, 2013.
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C. Piron, D. Kase, M. Topalidou, M. Goillandeau, H. Orignac, T. N'Guyen, N.P. Rougier, T. Boraud, "The Globus Pallidus Pars Interna in Goal-Oriented and Routine Behaviors: Resolving a Long-Standing Paradox", Movement Disorders, 2016.
It requires python, numpy, cython and matplotlib:
$ pip install numpy cython maplotlib tqdm
To compile the model, just type:
$ python setup.py develop
Then you can run a single trial:
$ cd experiments/
$ python single-trial-guthrie.py
Or the full version:
$ python experiment-guthrie.py