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The proposed approach uses the evolutionary Artificial Neural Network Generation and Training (ANNGaT) algorithm to generate the neural network system.
Here, to facilitate comparisons, the same gene selection criterion (inputs to network generation) and correlation measure were applied to generate the weighted and unweighted networks in each dataset.
The HLF network generation further demonstrated good cell communication within this established 3D culture model.
Estimating Network Features and Associated Measures of Uncertainty and Their Incorporation in Network Generation and Analysis.
A kinetic model has been developed using the automatic network generation tool "Genesys".
Within each lump all likely chemical species are considered and accounted for in the network generation.
Furthermore, an alternative late lumping method, not requiring network generation, has been developed.
Since we had previously addressed the pleiotropic effects in network generation stage, we expect to observe a small number of pleiotropic connections.
The microfluidic chip was designed through stochastic pore network generation and height calibration, and was fabricated using soft-lithography.
Molecular modeling of crosslinked polymers often follows arbitrary pathways for network generation, with different precursor topology from experimental systems.
Data acquisition and network generation.
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