Sentence examples for deep representation of from inspiring English sources

However, failing to seek deep representation of raw data completely brought by shallow architecture has made a plenty of research work stagnant, when ELM was chosen as the basic model.

Thus, for de novo sequencing of a transcriptome, both approaches are advantageous with pyrosequencing providing a deep representation of the transcriptome and Sanger-derived sequences providing seed sequences for assembly purposes.

It contains a deep representation of the complex metabolic pathways that characterize a putative minimal plant genome, permitting its use as a source of genomic information to explore the structural, functional, and evolutionary diversity of the genus.

These results indicate that the U. gibba UT comprise a deep representation of the complex metabolic pathways that characterize a plant genome, permitting their use as a source of genomic information to explore the structural, functional, and evolutionary diversity of the Lentibulariaceae.

Indeed, the rise of executive women has led to a deep representation on our list, with 47 of the 100 Power Women coming from the corporate world.

However, existing ELM and its variants predominantly employ single hidden layer feedforward networks, leaving the popular and potentially powerful stacked generalization principle unexploited for seeking predictive deep representations of input data.

"Dia has about 100 Chamberlains, and even after the sale we will still have among the largest and deepest representation of works by him," Mr. Vergne said.

The low relative proportions of 5hmC, 5fC and 5caC make their quantification by sequencing even more challenging than for 5mC, requiring a substantially deeper representation of the genome to detect alleles occurring at low frequencies.

1. Kosslyn does not claim that the specific, LISP-like format of deep representation shown in figure 4.4.2_1 is psychologically real.

As the diagram shows, the data from which images may be constructed are taken to be stored in Long Term Memory in the form of deep representations, "propositional" descriptions of the visual scene, presumably not dissimilar to the sorts of description envisaged by Pylyshyn.[1] However, as Kosslyn sees it, these are not directly available to consciousness.

Once the quasi-picture is established on the buffer it is available to consciousness as an image, and, furthermore, information that was merely implicit in the deep representation (such as the pointedness of the fox's ears, in the depicted example) can be extracted from it by a postulated mind's eye function.