Sentence examples for a small number of components from inspiring English sources

This is a statistical trick that allows complicated data such as those from magnetoencephalography to be reduced to a small number of components whose co-ordinates can then be plotted on a standard graph.

This guarantees that the signal energy is not concentrated in a small number of components.

When its energy is concentrated on a small number of components, the entropy takes a small value; otherwise, it takes a large value.

Sparse representations is a technique that consists in decomposing a signal into a small number of components, chosen from a user-designed over-complete set of vectors.

This allows for fully connected architectures, with most compiler freedom to choose how to transport data between the source and destination, as well as heavily reduced connectivity, with buses connecting only a small number of components.

It is clear that the bandpass type signal can be restored only by a small number of components and the iteration, with the same MAE performance compared to baseband DPSS-based DET, converges faster.

We report the results of the random-effects models because the validity of tests of heterogeneity can be limited with a small number of component studies.

The use of PCA and LDA are data reduction by summarizing many variables into a smaller number of components.

We then derive a sufficient condition under which a smaller number of components each withstanding a high load is preferred to a larger number of components each withstanding a small load.

It was projected that these savings would be realized as the result of reduced number of piping connections, reduced foot print required for the plant, and ease of operation and maintenance from a smaller number of components.

The objective of using PCA and of this study is to extract maximum variance from the data set, to reduce a large number of variables down to a smaller number of components, and to initiate factorial analysis to reveal the nature of component factors (Tabachnick & Fidell 2012).