Sentence examples for matrix-based computations from inspiring English sources
Optimal input parameters are derived for the following matrix-based computations: matrix vector multiplication (Mv), matrix matrix multiplication (MM), and convolution.
The goal of this work is to derive input parameters which yield the minimum execution time for matrix-based computations executing on a GPU.
Results, for all matrix-based computations and sizes tested, show that utilizing the derived optimal input parameters often yields the minimum execution time, and, at worst, execution time within 13.6% of the minimum.
The performance improvement of the proposed method in the fixation prediction experiments verifies the effectiveness of the scatter matrix-based saliency computation and the saliency support region exploration.
MATLABTM is a general interactive matrix-based system for scientific and engineering computations and visualizations.
A cached version of ISC's website reveals that Star-P software allowed users to perform scientific, engineering or analytical computation on array or matrix-based data to use parallel architectures such as multi-core workstations, multi-processor systems, distributed memory clusters or utility/cloud-based environments.
We also introduce a simple improvement by exploiting a secure pseudorandom function to replace the matrix-based or the polynomial key space such that no computation is needed at the worker sensor to further conserve the resources.
Additionally, the associated computation time is significantly reduced by formulating a matrix-based peridynamic code that uses a graphics processing unit.
Then, any matrix-based subspace tracker can be run on all unfoldings of this tensor in parallel where only real-valued computations are involved.
Given that the most computer intensive part of DISTMIX imputation is the reference panel-based computation of the correlation matrix, in future DISTMIX versions we plan to pre-compute, and store in a database, the local correlation matrix of genetic regions by each ethnic group (Pasaniuc et al., 2014).
As described previously, not only are there many zero elements in the matrixes, but also the calculations based on the KF algorithm (KF-based) are matrix computations [8].
