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It is most suitable for medium size networks in which average synaptic input intervals to a single cell are much greater than a fixed step dt.
This paper shows by proof of concept that a Collaboration Layer can be modelled and designed to handle the collaborative communication, which enables robots in small to medium size networks to solve tasks collaboratively.
Realistic simulation of aggregates of neurons often utilises compartmental models which limit the scope of the simulations with single processor architectures to small or medium size networks (typically hundreds of neurons).
The authors also realize that this method is good for small and medium size networks of up to 100 nodes.
Interestingly, our experience show that this is often the case for medium size networks.
In the following, we present an algorithm which combines the advantages of both of these classes, fast inference of medium size networks that can quantitatively model the dynamic behavior of the inferred network.
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A case study of a medium size network is carried out using an agent-based simulator.
The experiments are presented using two networks, a small network and a medium size network, simulating the city of Seville.
In simulation, communication cost reduction of H2CM compare to maximal compression of neighborhood information varies from 65%to85%5% for large networks (>1000 nodes) and from 40%to70%0% for a medium size network (a few hundred nodes).
For a single dataset (without partitioning of microarray data), we ranked all the potential targets of a TF based on Pearson correlation coefficient and select targets such that TF-target correlation > 0.75 (medium size network) or 0.70 (large size network).
Using Cytoscape [ 35], we identified a few major hubs (nodes with many connections) from the medium sized network (~12K) using tissue-wide meta-analysis.
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mid size networks
moderate size networks
medium size grid
middle size networks
medium size lawns
medium size companies
medium size circles
medium size enterprises
medium access networks
medium size features
medium scale networks
medium distribution networks
medium size institutions
medium size programs
medium size specimens
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