In the numerical evaluation we consider the degree of variance and correlation of both synthesized and captured joint trajectories in relation to the consequent dimensionality and level of reduction provided by the representation model.
Previous work by the author addressed the reduction of modal representations by eliminating entire modes or individual modal elements (inertial, compliant, resistive).
Efficiency also has weaknesses: it implies no loss or reduction of feature representation before (or after) conservation is implemented.
This is mainly based on removal of the unnecessarily weak Gabor feature as well as on reduction of the complexity of the Gabor feature representation, preserving a critical amount of the facial information.
A general observation is that the mean relative errors are mostly negative for all three simplified resolutions, due to a reduction of the scattered signal when simplifying environment representation.
The new emphasis on the totality of the soul, as the main perceiving entity, and the reduction of the Avicennan faculties traditionally responsible for representation to a single faculty could find their origin in Abu al-Barakat al-Baghdadi's Considerations (1939, vol. 2: 318-24; cf. Pines 1979: 227 31).
Using Deep Learning techniques to extract meaningful data representations makes it possible to obtain semantic features from such high-dimensional textual data, which in turn also leads to the reduction of the dimensions of the document data representations.
Despite its plausibility, this reduction of language to representation cannot do justice to the whole of human language; and even if it is to be considered a picture of only the representative function of human language, it is, as such, a poor picture.
When deciding on a lattice model, one must always consider the trade-off between the reduction of the conformational space and the quality of the structure representation.
Get details of the representation in writing.
