Sentence examples for optimizing estimates from inspiring English sources

In other words, attention corresponds to optimizing estimates of precision in sensory hierarchies and is implemented by changing the postsynaptic gain of neuronal prediction error units.

Our hope was to establish a role of dopamine in the context of inference searching for evidence that dopamine encodes the precision or confidence during online assimilation (i.e., the assimilation of sensory data to optimize estimates of hidden states generating outcomes) and decision making under a biologically plausible model (Friston et al. 2013, forthcoming).

Proposed robust algorithms utilized the reciprocity of wireless networks to optimize estimated statistical properties in two different working modes.

Within the confidence regions, the moving horizon estimation scheme is allowed to optimize its estimates.

Importantly, this study also highlights the need for future research to validate and optimize GFR estimates for use in African populations.

Future studies are needed to optimize GFR estimates and to determine the impact of antiretroviral therapy on kidney disease in this population.

Our primary analyses were based on MDRD eGFR to allow comparison with previous observational studies and current guidelines for the diagnosis of CKD [11]; however, future studies are needed to validate or optimize GFR estimates for use in African populations.

The following results highlight findings from the higher density skeleton map (Table 2), based on the assumption that by providing the most thorough coverage it optimizes QTL estimates.

We optimized parameter estimates for the visual performance model by extensive literature search, focusing on eye size, bioluminescent photon flux intensity, and mesopelagic zooplankton density.

This speaks to further model comparisons in the future using more complicated priors or using more free parameters; for example, including a nonspecific prior cost for waiting or optimizing the subjects' estimates of transition probabilities.

Within the confidence region, the subsystem MHE is allowed to optimize its estimate.