Sentence examples for represents an expectation from inspiring English sources

Parameter update rules are originally derived by Hinton and Sejnowki, which can be written as: Delta_{{w_{ij} }} = varepsilon left( { < v_{i} h_{j} >_{data} - < v_{i} h_{j} >_{text{model}} } right), (9 where ε is the learning rate, the symbol <·> data represents an expectation from the data distribution while the symbol <·> model is an expectation from the distribution defined by the model.

The FDR represents an expectation of the proportion of false positives among the selected differentially expressed genes, which increases dramatically during multiple testing, inherent in microarray experiments[ 12].

Neither can the typicality measure represent an expectation of the standard quantum statistics obtaining for one's actual relative sequence of measurement records at the exclusion of the rest since all such sequences are equally actual in Everett's operationalist sense of actual.

These competency frameworks represent an expectation that educational programs will prepare and produce practitioners who can act competently as advocates and change agents.

Further experiments that explore the dependence of such activity on graded modulations of expected reward may help determine whether the activity represents a reward expectation or a reward-predictive value.

We also include existence of a common final exam as an indicator of external framing from the department, as it represents a set expectation of coverage.

Because of complexity constraints, the source model is source-independent and only represents a statistical expectation of the rate-distortion behavior over a training set of satellite images.

Other experts expressed concerns with the wording of specific choices or that a particular behavior (for example, "explore impact of feelings on health") would place a significant burden on the patient or might represent an unrealistic expectation for typical patients.

The training commitment, which is near agreement, represents a greatly lowered expectation on the part of the White House since it became clear in recent weeks that NATO was not willing to commit any troops to Iraq.

Violated Expectation: S2 represents an unexpected outcome of the event in S1. (20) Mary graduated summa cum laude.

In a highly stratified profession, divided between a name-brand elite of "design architects" and a vastly larger population of "developers' architects," who work with more mundane budgets and expectations, Scarano represents an odd amalgam.