Sentence examples for higher level representations from inspiring English sources

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).

In this case, to learn the higher level representation, we use the non-negative matrix factorization method.

Region-level analysis considers a higher level representation, modeling also interpixel relationships, allowing a possible refinement of the modeling obtained at the pixel level.

To learn the higher level representation with a sparse coding method, we can add a sparsity constraint to the objective function of Equation (7).

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].

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.

By this, the representation of the data is slightly modified at each layer, creating high level representations of the data.

High level representations like beliefs can have both object-level contents (there was a red rose) and meta-level contents (I can remember a red rose).

Figure 10 is a high level representation of a multilayered virtualized system.