Sentence examples for total number of weights from inspiring English sources

However, an inversion of a square matrix with dimensions equal to the total number of weights and biases in the network is required.

The tap-length optimization is applied to a single long adaptive filter with thousands of coefficients to decrease the total number of weights, which in turn reduces the computational load.

The objective of this procedure is to reduce the total number of inputs and therefore the total number of weights of the ANN.

The number c can be fixed (say 50), correspond to a fixed percentage of the total number of weights, depend on the values of weights, or be calculated by other means.

In ANN, the effective number of parameters used in the model is typically less than the total number of weights, because some weights do not contribute due to shrinkage.

Since the features are sparse in the sense that only a very small portion of them is true for each sentence, the total number of weights that we used is about 2 million.

When the lower limit was set at 30% of the amount of data assuming they are evenly divided, the total number of weight vectors of the first-layer BLSOMs increased, resulting in an increase in computation time of approximately one and a half times, and clustering performance improved.

The total number of feature weights used in Model 1 is 794,979.

C(_{1}) contains six kernels of size (11 times 11) and six biases, so the total number of trainable weights is 732.

The total number of feature weights used in Model 2 is 96,435,808, two orders of magnitude more than in Model 1.

Secondary endpoints included change in clinical symptoms, pulmonary function testing, time to hospitalizations, total number of hospitalizations, weight, and P. aeruginosa density in sputum.