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These results indicate that NN performance did not correlate with the number of neurons or the architecture, suggesting that differences in NN and NGN performances cannot be accounted for an increased number of elements, but they are specifically due to astrocytes.
The RSS of the purely random matrix shows a roughly linear decrease with increased number of elements (Fig. 1a), whereas the matrix with inserted patterns shows a clear inflection point where r equals the number of patterns.
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The "bare bones" patterning mechanism also produces increased numbers of elements when the apical domain is expanded in an anteroposterior direction during development, as occurs with ectopic grafts of the ZPA, with double knockouts of Shh and Gli3, development of the chicken talpid2 mutant or the dogfish (Fig. 5).
Beginning with John Dalton's fundamental assumption that atomic species differ from one another solely in their weights, chemists were able to identify an increasing number of elements and to establish the laws describing their interactions.
Nevertheless, the test results showed a decrease of the in-plane strength with increasing number of elements, which should be considered for joint design.
The elements of the assembly are combined in such a way that the approximation error of the assembly obtained during training session decreases with increasing number of elements.
Fig. 16 Performance comparison between the optimal and first-fit pagination algorithms when increasing number of elements or templates.
It can be observed that, along with an increasing number of elements involved in an instance, the final precision of BPNNs trained for single generator changes in a nonlinear way.
This procedure gradually approximates a given signal upon selection of an increasing number of elements from a predefined set of elementary signals.
In particular, the proximodistal temporal sequence of development of skeletal elements (Fig. 2), the proximodistally increasing number of elements in fully developed limbs (Fig. 2) and the dependence of development on the suppressive FGF gradient (i.e., the AER), with distal truncation occurring upon its removal (Fig. 4), are all readily accounted for by this mechanism.
As the time course progressed, an increasing number of elements were showing higher transcript abundances in the cDNA from ConA-activated PBLs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com