Sentence examples for as a regularisation from inspiring English sources

Note that the loss function in Equation 3 can be seen as a regularisation in which acoustic patterns are preferred that correspond to the occurrences of slot values.

The advantage of model-based approaches is that they allow the incorporation of prior knowledge acting as a regularisation that favours plausible solutions over implausible ones.

The approach holds mathematical promise for application in the design of instruments for measuring thermal properties or possibly as a regularisation technique to be applied in conjunction with other inverse approaches to the problem.

A mixture of ℓ1- and ℓ∞-norms of the current density, when used as a regularisation term in the field synthesis problem, was found to produce coils with bunches of equally spaced windings that do not take up all of the available surface.

CPAP treatment could ameliorate the quality of the information between brainstem cardiovascular and sleep structures through a regularisation of breathing and, as a result, an increase in the gain values and also a decrease in the variability of the time delay between modifications in cardiac sympatho-vagal influence and delta power band during sleep.

In order to flag such regions we introduce a regularisation function that we refer to as the 'viscosity' ν.

The de-noised map of the searched parameter is finally obtained from structures selected as significant in the scale-space, while non-significant contributions are lowered using a regularisation process.

It is controlled through a regularisation parameter d.

λ is a regularisation parameter that determines the relative importance of sparsity in the reconstruction.

A regularisation matrix (underline{underline{mathbf {R}}}) is also included to help stabilise the inversion.

Here, we devise and apply a regularisation approach specifically tailored for scanned images.