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These effective networks enabled us to evaluate distinctive nonrandom structures of connectivity at 2 different scales.
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After distance-sensitive ordering, cluster structure is shown in the diagonal block structure of connectivity matrix.
This paper focuses in optimizing the topology and structure of connectivity for these networks.
Also, fcMRI results can lead to ambiguous interpretations of the specific structure of connectivity.
In the latter case, we expected to detect relatively bigger gaps in the structure of connectivity variability recovered by LE.
LE [Belkin and Niyogi, 2002] was used to recover, if present, a structure of connectivity variability across all seed voxels' connectivity maps.
We found that LE also revealed a one-dimensional structure of connectivity change in the mPMC, corresponding the the rostrocaudal anatomical axis.
To maximise the effectiveness of MPAs information about the spatial population structure, patterns of connectivity and the stability of local populations within and among protected areas is required [ 3, 4].
In addition to the node dynamics, how such a system operates as a whole depends on the structure of its connectivity graph [1 3], but the connectivity is often so complicated that this structure-function problem is difficult to solve.
Because we aimed at analyzing the structure of the connectivity variability across insular seed voxels, we first needed a quantitative description of the similarity between the connectivity map of each and every other seed voxel.
Due to this particular structure of the connectivity matrix, all the neurons have the same number of incoming connections M, as required.
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