The factorized connectivity feature can compress synaptic memory from O(n2) to O(n) when the connectivity matrix can be expressed as the product of two vectors. Finally, the stochastic connectivity feature supports the procedural generation of synapses from a single seed. These powerful new ...
The objective of this program was to get around the bottlenecks of soluble, active protein expression and crystallization for post-genomic validation of a number of proteins that come from various marine organisms. Multiplying the constructions, vectors and targets treated in parallel is important for...
This definition is based on the fact that all of their dimensions are in the nanoscale, as opposed to one-dimensional nanomaterials (NMs) (such as nanowires and nanotubes), which have one dimension larger than the nanoscale, and two-dimensional NMs, which have two dimensions larger than the ...
In this part of the publication, the calculations were carried out with the use of two software tools, i.e., MS Excel spreadsheet, MATLAB software. The procedure based on the use of the MS Excel capabilities is presented as the first one. The procedure algorithm based on iteration index k...
Then, the feature learning matrix and the adjacency matrix of the network are fed into the variational graph autoencoder algorithm to obtain the Gaussian distribution of the potential vectors, which more easily generate high-quality node embedding representation vectors. Then, the embedding of the ...
Consequently, the rotary inertia terms are not accounted for. Furthermore, the cross-section is assumed to be homogeneous and circular and without shear deformation. Governing equations are treated in the global coordinate system. Equation (12) contains 2 parallel vectors since the vector product in...
To initially assess the impact of the core punching technology on the induction motor’s losses and efficiency, calculations of the electromagnetic parameters of two low-power three-phase induction motors were performed. Motor 1 is dedicated to driving a centrifuge for blood plasma, with a shaft ...
When data on the degradation of a chemical substance have been collected in a number of environmental media (e.g., in different soils), two strategies can be followed for data evaluation. Currently, each individual dataset is evaluated separately, and representative degradation parameters are obtaine...
Then, costs for transporting a certain volume of a product between two places consist of a distance based part, calculated with a factor which takes into account distance and time costs (assuming a typical travel speed), and a part depending on the number of trips. The latter is determined ...