Sentence examples for redundant weights from inspiring English sources

Exact(1)

If rotation equivariance is encoded in the network, the model is confronted with a simpler task and does not need to learn specific (and redundant) weights to address rotated versions of the same object class.

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In order to reduce frame redundant weight caused by the traditional experience design and delay the crack initiation occurrences at local positions during early service period, a structural weight and lifetime co-optimization method for frame of a mining dump truck based on Kriging approximation model was proposed.

To obtain better blood glucose control, additional glucose lowering drugs must inevitably be used, thus, leading to redundant weight gain and severe hypoglycaemia, which both increased the risk of acute diabetic complications and likely offset the reduced incidence of myocardial infarction that follows intensive therapy [ 42].

This procedure is based on network pruning using the orthogonal least-squares technique to determine insignificant or redundant synaptic weights, biases, hidden nodes and network inputs.

This database contained a set of 214 high-quality, vertebrate-specific, non-redundant position weight matrices (PWMs) with minimized false positives ("vertebrate_non_redundant_minFP" with high-quality matrices selected).

Of the180 composite elements, 105 were mapped to the 23,005 (214*215/2) possible combinations of 2 TFs from the 214 non-redundant position weight matrices (PWMs).

In addition, our use of a fuzzy ranking method to eliminate redundant fuzzy connection weights in our FNN architecture results in improved performance over other FNN models.

In order to decrease the influence of frequent and redundant terms, we introduced weights accounting for annotation frequency and co-occurrence in both drugs and diseases, respectively.

The NBM classifier substantially reduced the prediction accuracy at the end of prediction, whereas FWM provided redundant features with small weights to avoid such a problem (see Additional file 2: Table S5) and showed slow changes in prediction accuracy with addition of features.

Lest we ever miss the point, this short book also buckles under its sheer weight of redundant adjectives.

multiplies to weight the redundant OFDM symbols and: left(N + N_{text{CP}} right) left(U + Vright) B, (54).

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