Sentence examples for class layer from inspiring English sources

Experimental results show that UP-FNNLM and UP-RNNLM are about 2 ∼3 times faster than 'FNNLM + class layer' and 'RNNLM + class layer' for evaluation.

To compare clearly, the speed of NNLM without a class layer is also measured.

Note that the complexity of the hidden layer in UP-FNNLM or UP-RNNLM is comparable with that of class-based output layer in FNNLM + class layer or RNNLM + class layer, so that this speedup factor is reasonable.

The full model uses the entire vocabulary for the class layer, in which each word corresponds to a separate cluster.

The performance of our proposed RNNLM-Brown is much closer to that of the full model without a class layer.

In this paper, the Brown word clustering algorithm is proposed to construct a class layer for the RNNLM.

In the following experiments, perplexity and training speed are evaluated with different sizes of class layers, as shown in Table2.

France has a world-class layer of engineering, business and public-administration schools, known as grandes écoles, which churn out a technically skilled elite to run such firms.

The spotted ratfish class probability layer, representing noninshore rockfish habitat, is then subtracted from the inshore rockfish layer to derive an exclusive inshore rockfish habitat probability layer.

The class interface layer includes a class library written in Python that constitutes the core of the platform.

and spotted ratfish (Hydrolagus colliei) habitats are delineated from a multiband raster (multibeam bathymetry, six derived terrain layers, and backscatter strength) using point locations of these observed species to extrapolate class probability layers.