In a topological structure affected by geographical constraints on liking, the connectivity is weakened by constructing local stubs with small cycles, a something of randomness to bridge them is crucial for the robust network design.
Reduction of spontaneous transmission and synaptic plasticity in these mice is a result of reduced synaptic connectivity and a weakening of the remaining neuronal connections caused by loss of Mecp2 [ 48].
Then network connectivity is not weakened and no new critical node is introduced during the restoration.
As to what extent this could be related to weakened connectivity, which has been hypothesized for schizophrenic disorders [ 53], remains to be substantiated by combining ASWA mapping with measures of connectivity in future studies.
In addition, the cross-correlation analysis of HNNs activities suggests 5-HT could weaken HNN connectivity reversibly, providing more specificity of this biosensor in detecting 5-HT.
Connectivity was not significantly weakened between areas during maturation.
These findings taken together led us to hypothesise that astroglial dysfunction in AD could represent a critical pathological step, where they by failing to provide adequate support for neuronal networks define early synaptic deficiency, weaken synaptic connectivity thus contributing to cognitive abnormalities.
Interestingly, they find that pairwise correlations in the network decrease when the constant (DC) component of the driving current is increased to large values, because saturation of the sigmoidal activation function weakens the effective connectivity when the driving current is large.
A negative correlation (R) in Table 2 indicates that the weakening of a connectivity link is associated with the severity of a symptom.
From then on, investigations have been carried out to obtain better and generalized versions by weakening contraction condition and analyzing connectivity of a graph (see [9 11]).
