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Spiking GridPlaceMap model (Pilly & Grossberg, PLoS One, 2013)
 
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Model Information
Model File
Accession:
148035
Development of spiking grid cells and place cells in the entorhinal-hippocampal system to represent positions in large spaces
Reference:
1 .
Pilly PK, Grossberg S (2013) Spiking neurons in a hierarchical self-organizing map model can learn to develop spatial and temporal properties of entorhinal grid cells and hippocampal place cells
PLOS One
8(4)
:e60599
[
PubMed
]
Citations
Citation Browser
Model Information
(Click on a link to find other models with that property)
Model Type:
Realistic Network;
Neuron or other electrically excitable cell;
Synapse;
Connectionist Network;
Brain Region(s)/Organism:
Cell Type(s):
Hippocampus CA1 pyramidal GLU cell;
Hippocampus CA3 pyramidal GLU cell;
Entorhinal cortex stellate cell;
Channel(s):
I Cl, leak;
Gap Junctions:
Receptor(s):
GabaA;
AMPA;
NMDA;
Glutamate;
Gaba;
Gene(s):
Transmitter(s):
Gaba;
Glutamate;
Ions;
Simulation Environment:
MATLAB;
Model Concept(s):
Action Potential Initiation;
Pattern Recognition;
Activity Patterns;
Ion Channel Kinetics;
Oscillations;
Detailed Neuronal Models;
Synaptic Plasticity;
Long-term Synaptic Plasticity;
Synaptic Integration;
Learning;
Unsupervised Learning;
Place cell/field;
Connectivity matrix;
Development;
Brain Rhythms;
Grid cell;
Implementer(s):
Pilly, Praveen [praveen.pilly at gmail.com];
Search NeuronDB
for information about:
Hippocampus CA1 pyramidal GLU cell
;
Hippocampus CA3 pyramidal GLU cell
;
GabaA
;
AMPA
;
NMDA
;
Glutamate
;
Gaba
;
I Cl, leak
;
Gaba
;
Glutamate
;
Ions
;
Download the displayed file
/
sGridPlaceMap
readme.txt
11084-03020501_t2c1.mat
11207-21060501+02_t6c1.mat
*
Other models using 11207-21060501+02_t6c1.mat:
Grid cell spatial firing models (Zilli 2012)
rematrix.m
SpikySOMspace_basic.m
stripe_comp.m
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