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Encoding and retrieval in a model of the hippocampal CA1 microcircuit (Cutsuridis et al. 2009)
 
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Accession:
123815
This NEURON code implements a small network model (100 pyramidal cells and 4 types of inhibitory interneuron) of storage and recall of patterns in the CA1 region of the mammalian hippocampus. Patterns of PC activity are stored either by a predefined weight matrix generated by Hebbian learning, or by STDP at CA3 Schaffer collateral AMPA synapses.
Reference:
1 .
Cutsuridis V, Cobb S, Graham BP (2010) Encoding and retrieval in a model of the hippocampal CA1 microcircuit.
Hippocampus
20
:423-46
[
PubMed
]
Model Information
(Click on a link to find other models with that property)
Model Type:
Realistic Network;
Brain Region(s)/Organism:
Hippocampus;
Cell Type(s):
Hippocampus CA1 pyramidal GLU cell;
Hippocampus CA1 basket cell;
Channel(s):
Gap Junctions:
Receptor(s):
GabaA;
AMPA;
NMDA;
Gene(s):
Transmitter(s):
Simulation Environment:
NEURON;
Model Concept(s):
Pattern Recognition;
Activity Patterns;
Temporal Pattern Generation;
Learning;
STDP;
Connectivity matrix;
Storage/recall;
Implementer(s):
Graham, Bruce [B.Graham at cs.stir.ac.uk];
Cutsuridis, Vassilis [vcutsuridis at gmail.com];
Search NeuronDB
for information about:
Hippocampus CA1 pyramidal GLU cell
;
GabaA
;
AMPA
;
NMDA
;
/
Hipp_paper_code
Weights
genweights.m
pattsN100S20P0.dat
*
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pattsN100S20P1.dat
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pattsN100S20P2.dat
pattsN100S20P20.dat
pattsN100S20P40.dat
pattsN100S20P5.dat
wgtsN100S20P0.dat
*
Other models using wgtsN100S20P0.dat:
Effects of increasing CREB on storage and recall processes in a CA1 network (Bianchi et al. 2014)
wgtsN100S20P1.dat
wgtsN100S20P10.dat
wgtsN100S20P2.dat
wgtsN100S20P20.dat
wgtsN100S20P40.dat
wgtsN100S20P5.dat
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