Sentence examples for vector onto a from inspiring English sources

And a matrix Φ ∈ RM × N can be employed to project a N-dimensional vector onto a M-dimensional subspace.

This will indeed result in an SNR gain due to the projection of the observation vector onto a reduced dimensionality subspace.

The technique entails printing the full-length ORF of genes inserted into an expression vector onto a glass microscope slide to form a microarray.

The proposed speech feature vector is generated by projecting an observed vector onto an integrated phoneme subspace (IPS) based on PCA or ICA.

Finally, we actually run the optimization procedure by applying the simple update rule, (6) starting from w1= 0. Here, g t ∈∂ f(w t ) is any subgradient of the objective function f(w) evaluated at w= w t, and the operator Π B projects a vector onto an origin-centered ball of radius B (i.e. Π B [ v]=(B /‖ v‖) v if ‖ v‖> B and Π B [ v]= v otherwise).

The feature vectors are then used to train a self-organizing map which maps high-dimensional feature vectors onto a 2D canvas so that images with similar feature vectors are grouped together.

We include a brief description of the projections of the image neighborhood vectors onto a lower dimensional space by NPCA, which uses their ranks instead of the original data.

In this study, the support vector machine was adopted to map feature vectors onto a higher dimensional space and find an optimal pattern-separating hyperplane [ 23, 24].

Vector plot maps showing the preferred orientation of aligned collagen throughout each sample were formed by compiling individual vector plots onto a grid relating to their position within the construct.

The optimization problem obtained substituting (6) into (5) is evidently nonlinear and can be interpreted as vector projection onto a nonconvex set.

SOMs use unsupervised learning (although the version used in ILGA is semi-supervised since the learning rate is modulated by a reinforcement signal) to map a high-dimensional vector space onto a lower-dimensional space.