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Cell splitting in neural networks extends strong scaling (Hines et al. 2008)
 
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Accession:
97917
Neuron tree topology equations can be split into two subtrees and solved on different processors with no change in accuracy, stability, or computational effort; communication costs involve only sending and receiving two double precision values by each subtree at each time step. Application of the cell splitting method to two published network models exhibits good runtime scaling on twice as many processors as could be effectively used with whole-cell balancing.
Reference:
1 .
Hines ML, Eichner H, Schürmann F (2008) Neuron splitting in compute-bound parallel network simulations enables runtime scaling with twice as many processors.
J Comput Neurosci
25
:203-10
[
PubMed
]
Model Information
(Click on a link to find other models with that property)
Model Type:
Realistic Network;
Brain Region(s)/Organism:
Generic;
Cell Type(s):
Channel(s):
Gap Junctions:
Receptor(s):
Gene(s):
Transmitter(s):
Simulation Environment:
NEURON;
Model Concept(s):
Methods;
Implementer(s):
Hines, Michael [Michael.Hines at Yale.edu];
Download the displayed file
/
splitcell
pardentategyrus
readme.html
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State dependent drug binding to sodium channels in the dentate gyrus (Thomas & Petrou 2013)
Status epilepticus alters dentate basket cell tonic inhibition (Yu J et al 2013)
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Basket cell extrasynaptic inhibition modulates network oscillations (Proddutur et al., 2013)
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Dentate gyrus network model (Tejada et al 2014)
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Dentate gyrus network model (Santhakumar et al 2005)
Dentate gyrus network model (Tejada et al 2014)
Effects of increasing CREB on storage and recall processes in a CA1 network (Bianchi et al. 2014)
Encoding and retrieval in a model of the hippocampal CA1 microcircuit (Cutsuridis et al. 2009)
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Dentate gyrus network model (Tejada et al 2014)
Long time windows from theta modulated inhib. in entorhinal–hippo. loop (Cutsuridis & Poirazi 2015)
Parallel network simulations with NEURON (Migliore et al 2006)
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LcaMig.mod
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Dentate gyrus (Morgan et al. 2007, 2008, Santhakumar et al. 2005, Dyhrfjeld-Johnsen et al. 2007)
Dentate gyrus network model (Santhakumar et al 2005)
Dentate gyrus network model (Tejada et al 2014)
Effects of increasing CREB on storage and recall processes in a CA1 network (Bianchi et al. 2014)
Encoding and retrieval in a model of the hippocampal CA1 microcircuit (Cutsuridis et al. 2009)
Long time windows from theta modulated inhib. in entorhinal–hippo. loop (Cutsuridis & Poirazi 2015)
Parallel network simulations with NEURON (Migliore et al 2006)
State dependent drug binding to sodium channels in the dentate gyrus (Thomas & Petrou 2013)
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nca.mod
*
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CA1 pyramidal neuron: synaptic plasticity during theta cycles (Saudargiene et al. 2015)
Dentate gyrus network model (Santhakumar et al 2005)
Dentate gyrus network model (Tejada et al 2014)
Effects of increasing CREB on storage and recall processes in a CA1 network (Bianchi et al. 2014)
Encoding and retrieval in a model of the hippocampal CA1 microcircuit (Cutsuridis et al. 2009)
Long time windows from theta modulated inhib. in entorhinal–hippo. loop (Cutsuridis & Poirazi 2015)
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State dependent drug binding to sodium channels in the dentate gyrus (Thomas & Petrou 2013)
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tca.mod
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Dentate gyrus network model (Santhakumar et al 2005)
Dentate gyrus network model (Tejada et al 2014)
Parallel network simulations with NEURON (Migliore et al 2006)
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load_file("nrngui.hoc") load_file("RI10sp.hoc") quit()
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