Sentence examples for reservoir weight from inspiring English sources

The design methods of the activation function and readout function, the variation rule of initial vector which is changed by reservoir weight, and complexity of the proposed algorithm are described, respectively.

A RC network is constructed to solve the special issue of BSD, with reservoir weight matrix generated via the reduced QR decomposition from the view of receiving signal subspace instead of being selected randomly.

(2) For a noiseless nonlinear prediction task, DESN + RP outperforms the DESN + MaxInfo and single reservoir-based ESN approach in terms of lower prediction MSE and better robustness to a change in the number of inputs and sparsity of the reservoir weight matrix.

The volume of shed blood was collected in a closed reservoir, and shed blood was collected in a reservoir and its volume determined from reservoir weight.

Using computational experiments with nonlinear ESNs, we systematically analyze the memory capacity from the perspective of several parameters and their relationship, namely the input and reservoir weights scaling, reservoir size and its sparsity.

Spectral radius of an ESN is the maximum of all eigenvalues of the reservoir weights whereas ST is measured by the number of iterations allowed in the reservoir after its excitation by an input and before the sampling of the ESN output.

Several parts of the algorithms had a stochastic nature, such as the random initialization of the reservoir weights.

The three main forces acting on a gravity dam are the thrust of the water stored in the reservoir, the weight of the dam, and the pressure exerted by the foundation.

Moreover, it is shown that the proposed model is capable of simulating the actual physical trend of CO2 MMP versus five most important input parameters: reservoir temperature, molecular weight of pentane plus, hydrogen sulfide and nitrogen concentration.

In the proposed system, this is handled as follows: By applying weak classifiers to another set of samples, the reservoir set, the weights of these samples are updated with the same process that updates the weights of the samples in training.

"He dropped out of school and doesn't want to work, all he does every day is jog around that reservoir and lift weights, just doing physical stuff to keep his mind off of things".