Sentence examples for representation instead of from inspiring English sources

Unlike the CWT, the ST produces a time-frequency representation instead of a time-scale representation.

Because of this requirement, CNNs are trained on a time-frequency representation instead of the classic MFCC features.

Following this notion, we modified the auditory features to directly operate on a time-frequency representation instead of cepstral patterns.

In this paper, the phasor representation instead of transfer function is introduced and discussed for the narrowband ANC systems.

It adaptively determines the locality based on sparse representation, instead of fixing the k-nearest neighbors in the original feature space.

The contribution of this article is to propose the use of the convex hull in the vertex representation instead of the half-space representation.

Remark 3.2 It would be an interesting problem to prove Theorem 3.1 for continuous representations instead of nonexpansive.

In this paper, we propose a new approach to define the penalty term on manifolds by the sparse representations instead of the adjacency graphs of data.

We show that, despite the apparent diversity, two basic principles underlie the recent approaches: first, use structured machines to learn structured data; second, learn representations instead of handcrafting them; although neither principle is really new, they proved very successful for handling structured data, to the point of generating a novel branch of numerical machine learning.

The same formula check is also performed during the structural reconciliation of generic compounds (with R-groups), where MNXref compares SMILES representations instead of InChI.

In [ 10], the authors refine the approach by detecting nodes shared by two cycles thus providing two cyclic representations instead of one.