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Experimental results on a number of benchmark data sets show that an approximately optimal architecture in terms of number of neurons of a SLFN can be found using our method.
We then showed that simpler channel models, some of which have been studied before, can be considered as special cases of our model and the solution to the throughput maximization problem for these cases can be found using our method.
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In 2002, 35 SNe were found using our test-bed pipeline for automated SN search and discovery.
We chose 3 proteins to illustrate the variety of topologies that were found using our phylogenomic pipeline.
The solutions have been found using our own identification algorithm (Gennemark and Wedelin, 2007).
Crystallization conditions were found using our in house nanolitre crystallization facility [34].
Initial crystallisation conditions were found using our in house nanolitre crystallisation facility (Stock et al., 2005).
We further performed a resampling test by disordering the class labels, and no rules were found using our method.
Crystallisation conditions were found using our in house nanolitre crystallisation facility and crenactin at concentrations around 2 5 mg/ml [12].
A total of 144 chicken zebra finch immune genes orthologs were found using our manual annotation (Appendix 1 and 2).
Table 2 shows the 12 clusters (numbered from C1 to C12) and their associated properties that were found using our k-means clustering approach (Additional file 4).
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