Sentence examples for in independent component from inspiring English sources
One must also make some assumptions on the sources, such as in independent component analysis (ICA) where the assumption is mutual statistical independence of the sources[7].
Semi-symmetric three-way arrays are essential tools in blind source separation (BSS) particularly in independent component analysis (ICA).
In independent component analysis (ICA), the latent physical phenomena which are assumed to be statistically independent can be revealed by decomposing the HO array into factors.
In addition, the feature extraction method described herein is relatively simple and does not require more complex noise reduction and signal classification methods such as those in independent component analysis and principle component analysis.
Third, the connectivity analysis merely permits an evaluation of correlations between regions, but not an analysis of the direction of the response as in structural equation modelling or a differential analysis of inhibitory or excitatory connections as in independent component analyses.
In this work, we assess several preprocessing pipelines applied in group independent component analysis (gICA) methods to study the rsFNC of the brain.
In b independent component 2 shows larger intensity fluctuations than IC2 in a, indicating the onset of transient piezoelectric response.
In contradistinction, independent component analysis (ICA) is a data-driven method based on the assumption that the causes of responses are statistically independent.
All swaying branches and illumination changes causes a uniform noise in the independent component obtained from the CICA which corresponds to the foreground signal.
Moreover, a method exists in which independent component analysis (ICA) is utilized as a noise estimator instead of the null beamformer [15].
In this paper, a FastICA algorithms based on the negentropy, which is a common quantitative measure of the non-Gaussianity of a random variable, is used in the independent component analysis.
