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Different types of cluster connection are described and several examples of final fractal structures are given.
The uncorrected p threshold was set to 0.005, and we ran 1000 Monte Carlo simulations with Gaussian filter width in 6 mm and Cluster connection radius in 5 mm.
DOI: http://dx.doi.org/10.7554/eLife.04250.010 We start with a model for connectivity, the iSBM (Kemp et al., 2006; Xu et al., 2006), which has been shown to meaningfully cluster connection graphs while learning the number of hidden groups, or types.
Input arguments to AlphaSim include 1) the voxelwise threshold (P < 0.01 in this case), 2) a cluster connection radius specifying the minimum distance for which clusters are considered distinct (here r = 4.24 mm, the diagonal length along the face of a single voxel), and 3) the level of smoothing.
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LaCoDa can interconnect up to millions of servers with a small number of port switches by increasing the number of directly connected clusters per layer, and therefore avoiding the cluster connections repetitions.
c Inter-cluster connection through gateways.
The cluster formation and inter-cluster connection are performed in a distributed manner, based on neighbor information.
After neighbor discovery, each SU participates in a process of cluster formation and inter-cluster connection based on the common channels among the nodes.
Litwin-Kumar and Doiron have recently shown how these two levels of stochastic variability can emerge in a balanced network of randomly connected spiking neurons, in which a small amount of clustered connections induces firing-rate fluctuations superimposed on spontaneous spike fluctuations [9].
According to the small-world network model proposed by Watts and Strogatz [23], a reduction of the small-world parameter L depends on connectivity decreases within functional clusters and their replacement by inter-cluster connections.
This creates more clustered connections, which in turn increases the likelihood of similar connections being made.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com