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A general model of hippocampal and dorsal striatal learning and decision making (Geerts et al 2020)
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Model File
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
[
PubMed
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Model Information
(Click on a link to find other models with that property)
Model Type:
Brain Region(s)/Organism:
Cell Type(s):
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment:
Python;
Cython;
Model Concept(s):
Action Selection/Decision Making;
Implementer(s):
/
hippocampus-dls
.git
hooks
applypatch-msg.sample
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Optimal synaptic assignment for locomotory behavior in C. elegans (Rakowski & Karbowski 2017)
Rat LGN Thalamocortical Neuron (Connelly et al 2015, 2016)
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Vibration-sensitive Honeybee interneurons (Ai et al 2017)
commit-msg.sample
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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)
Striatal Spiny Projection Neuron, inhibition enhances spatial specificity (Dorman et al 2018)
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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)
fsmonitor-watchman.sample
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post-update.sample
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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)
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)
pre-applypatch.sample
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Distributed computing tool for NEURON, NEURONPM (screensaver) (Calin-Jageman and Katz 2006)
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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)
Striatal Spiny Projection Neuron, inhibition enhances spatial specificity (Dorman et al 2018)
Subiculum network model with dynamic chloride/potassium homeostasis (Buchin et al 2016)
Vibration-sensitive Honeybee interneurons (Ai et al 2017)
pre-commit.sample
prepare-commit-msg.sample
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pre-push.sample
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Inverse stochastic resonance of cerebellar Purkinje cell (Buchin et al. 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)
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Recurrent amplification of grid-cell activity (D'Albis and Kempter 2020)
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pre-rebase.sample
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Other models using pre-rebase.sample:
Adaptive dual control of deep brain stimulation in Parkinsons disease simulations (Grado et al 2018)
Vibration-sensitive Honeybee interneurons (Ai et al 2017)
pre-receive.sample
*
Other models using pre-receive.sample:
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)
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)
Striatal Spiny Projection Neuron, inhibition enhances spatial specificity (Dorman et al 2018)
Vibration-sensitive Honeybee interneurons (Ai et al 2017)
update.sample
*
Other models using update.sample:
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)
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)
Striatal Spiny Projection Neuron, inhibition enhances spatial specificity (Dorman et al 2018)
Subiculum network model with dynamic chloride/potassium homeostasis (Buchin et al 2016)
Vibration-sensitive Honeybee interneurons (Ai et al 2017)
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