Sentence examples for implements a mapping from inspiring English sources

Consequently, the trained network implements a mapping from the pixels of the input image to the categories, represented as activation of specific units of the top layer of the network.

This module implements a mapping bridge between the energy profile and the device available resource.

At each time step, the agent implements a mapping from states to probabilities of selecting each possible action.

For each semantic search system, PathText 2 provides a query generation module that understands the capabilities of the system and implements a mapping between the semantics of the source pathway model and those applied in the semantic search system.

More recent neural network models such as back-propagation [8], [9] and basis function networks [10], [11] are simply non-linear extensions of the originally proposed models in the sense that they implement a mapping from stimulus to motor response by adapting (synaptic) weights in networks with fixed topology.

We implemented a mapping strategy based on partial mapping of previously unmapped reads, together with observation of a polyadenylation tail and a polyadenylation signal (see Materials and Methods).

To more accurately account for paralogous transcripts/genes, we implemented a mapping approach, termed "non-unique", that aligns each read only to the best fit position in the genome but does not exclude reads that map to multiple positions.

Several of these eQTLs have been reported previously (28, 29) and most recently Li et al. described significant eQTLs at 31 of 69 PrCa GWAS regions they tested (45%), implementing a mapping strategy for 19 of these regions which selected candidate causal variants ranging from 1 to 33 SNPs (30, 31).

Here, we implemented a map-based approach for dissecting the molecular basis of non-sexual cell aggregation in Saccharomyces cerevisiae.

As the model structure implements a biunique mapping between a special set of border conditions and its parameters, a simple characterization procedure can be applied and the accuracy of the model is found to be independent of the boundary conditions.

Unique mapping parameters, implemented in a mapping program such as Bowtie, typically elide any reads that align to more than one location, hence genes that contain even short segments of high similarity to other genes will be excluded from further analysis.