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A general model of hippocampal and dorsal striatal learning and decision making (Geerts et al 2020)
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Accession:
266836
Python and Cython implementation of a dual-systems reinforcement learning model that solves navigation and decision tasks using model-free and successor representation strategies. For questions, please contact jesse.geerts.14@ucl.ac.uk.
Reference:
1 .
Geerts JP, Chersi F, Stachenfeld KL, Burgess N (2020) A general model of hippocampal and dorsal striatal learning and decision making.
Proc Natl Acad Sci U S A
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Model Information
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Simulation Environment:
Python;
Cython;
Model Concept(s):
Action Selection/Decision Making;
Implementer(s):
/
hippocampus-dls
.git
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description
*
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FETCH_HEAD
HEAD
*
Other models using HEAD:
Adaptive dual control of deep brain stimulation in Parkinsons disease simulations (Grado et al 2018)
Current Dipole in Laminar Neocortex (Lee et al. 2013)
Dendritic Discrimination of Temporal Input Sequences (Branco et al. 2010)
Distributed computing tool for NEURON, NEURONPM (screensaver) (Calin-Jageman and Katz 2006)
Inverse stochastic resonance of cerebellar Purkinje cell (Buchin et al. 2016)
Olfactory Bulb mitral-granule network generates beta oscillations (Osinski & Kay 2016)
Optimal synaptic assignment for locomotory behavior in C. elegans (Rakowski & Karbowski 2017)
Optimal synaptic assignment for locomotory behavior in C. elegans (Rakowski & Karbowski 2017)
Optimal synaptic assignment for locomotory behavior in C. elegans (Rakowski & Karbowski 2017)
Rat LGN Thalamocortical Neuron (Connelly et al 2015, 2016)
Recurrent amplification of grid-cell activity (D'Albis and Kempter 2020)
Robust transmission in the inhibitory Purkinje Cell to Cerebellar Nuclei pathway (Abbasi et al 2017)
Striatal Spiny Projection Neuron, inhibition enhances spatial specificity (Dorman et al 2018)
Subiculum network model with dynamic chloride/potassium homeostasis (Buchin et al 2016)
Theory and simulation of integrate-and-fire neurons driven by shot noise (Droste & Lindner 2017)
Theory and simulation of integrate-and-fire neurons driven by shot noise (Droste & Lindner 2017)
Theory and simulation of integrate-and-fire neurons driven by shot noise (Droste & Lindner 2017)
Theory and simulation of integrate-and-fire neurons driven by shot noise (Droste & Lindner 2017)
Theory and simulation of integrate-and-fire neurons driven by shot noise (Droste & Lindner 2017)
Vibration-sensitive Honeybee interneurons (Ai et al 2017)
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