Sentence examples for using a nonlinear transformation from inspiring English sources

It has been shown that the prediction performance of an LN model can be increased by using a nonlinear transformation of the stimulus (e.g., a transformation may capture nonlinearities at earlier stages of processing) that precedes the linear filtering stage [25], [47], [48].

Reaction invariant compositions are determined using a nonlinear transformation of real composition variables.

A direct overlay of these plots would not make sense, because when using a nonlinear transformation of the y-axis, the circles of the scatterplot do not lie exactly on the lines of the line plot.

CT scans were registered to postoperative MRI scans using a 6-parameter rigid transformation, and postoperative MRI scans were then registered with preoperative scans using a nonlinear grid-based transformation (Papademetris et al. 2004) to account for the distortion of the brain that occurs as a result of the craniotomy.

The proposed single level controller is designed using a nonlinear co-ordinate transformation which leads to a simple three step navigation design procedure.

In practice, we may apply a nonlinear transformation, such as the log-transformation, to avoid skewness, when it is appropriate say, when observations are positive.

Affine transformation was performed to determine the 12 optimum parameters for registering the brain image to the template, and the subtle differences between the transformed image and the template were then removed using a nonlinear registration method.

The nearly singular integrals, which is the primary obstacle associated with the BEM formulations, are dealt efficiently by using a general nonlinear transformation technique.

Finally, new conditions regarding the design of the output tracking control, using a suitable nonlinear transformation for the description of the plant in an adequate form, is presented.

The selection of the angle range of training is also different in our algorithm (while SPINE [16] uses a nonlinear angle-transformation in their training which we found harmful to the accuracy in our case).

The UKF uses the unscented transformation sampling technique to perform a nonlinear transformation.