Sentence examples for higher level representation from inspiring English sources
In this case, to learn the higher level representation, we use the non-negative matrix factorization method.
To learn the higher level representation with a sparse coding method, we can add a sparsity constraint to the objective function of Equation (7).
Region-level analysis considers a higher level representation, modeling also interpixel relationships, allowing a possible refinement of the modeling obtained at the pixel level.
The main idea of the self-taught learning approach is to use the unlabeled samples to learn in an unsupervised way slightly higher level representation of the data [3].
Work in dynamic reprogramming, virtual machines, and task-based streaming data processing led us to select an appropriate abstraction level for the Titan framework, where we avoid the too low-level (and hence slow) binary reprogramming in favor of a higher level representation of activity recognition as a set of interconnected tasks performing functions of signal processing and machine learning.
Intermediate entities such as cells or genomes are simply carried along by their organismic hosts, and for cladists, at least, the tree of species is just a higher level representation of this same tree of organisms.
Denoising autoencoders (DAEs) have been shown to be effective in many noise reduction applications because higher level representations and increased flexibility of the feature mapping function can be learned [42,43].
Interestingly, at the M170 level, we did find an effect of script typicality, suggesting that slightly higher level representations might not be script invariant.
Alternatively, the negative correlation could reflect "explaining away," in which higher level representations suppress corresponding lower level representations in order to aid processing of the remaining image regions (Murray et al. 2002).
Figure 10 is a high level representation of a multilayered virtualized system.
Fig. 10 High level representation of a multilayered virtualized system Fig. 11 Reconstruction of the full hierarchy in the FVS view.
