Then, taking these pairs as input, we aim to enlarge the differences between the unmatched pairs while reducing the variations between the matched pairs, and we update the model parameters by using the mini-batch stochastic gradient descent (SGD) algorithm.
Iron oxide particles enlarge susceptibility differences between blood vessels and surrounding tissue, producing MRI contrast.
These are likely penetrating blood vessels as iron oxide particles enlarge susceptibility differences between vessels and surrounding tissue [24].
The purpose is to enlarge weight differences between highly and weakly connected compound nodes.
Character evaluation followed the method in the 2004 test except for the following two points: in the 2005 test, morphological evaluation was carried out 10 weeks after seeding (approx. 2 weeks later than in the 2004 test) to enlarge the differences among the RILs, and PD was evaluated with four replications.
Additional work has to be done to enlarge the difference.
The reasons mentioned above will enlarge the difference between the measured and calculated values.
To enlarge the difference between neighboring clusters, each value of superpixel t belonging to cluster k (k = 1, 2, 3, …, K) is modified by considering its own value and the other superpixels in cluster k: mathrm{Sm}(t)=delta sum_{i=1,{k}_ine t}^{N_c}{r}_{tk_i}{mathrm{SV}}_{k_i}+left 1-delta right){mathrm{SV}}_{k_i}+left 1-delta
This shows that the signal pathways could enlarge the difference from BKs.
The second term ∑ i = 1 c (z 1 i - z 2 i ) is minimized to enlarge the difference of inner and outer radius of ellipsoid for clear separation of each class.
In general, using algorithm 1 is better than algorithm 2 where using the square of the difference enlarges the large differences and reduces the small differences, which might lead to false decisions as compared to using the difference alone without squaring.
