Sentence examples for error signals that from inspiring English sources

They are thought to broadcast "reward prediction error" signals that act as a teaching signal for reward-based learning.

In particular, I will examine how strategic processes interact with a cerebellar error-based learning system in sensorimotor adaptation, highlighting a distinction between error signals that improve action execution or action selection.

One current focus in the lab is to record from the cerebellum in awake behaving animals during the induction of learning in order to identify the neural "error signals" that detect a miscalibration in the VOR and trigger the neural changes underlying learning.

On this view, positive matches in the comparator system generate a sense of agency, whereas mismatches generate error signals that disrupt the sense of agency.

For example, striatum should still be able to generate prediction error signals that underlie response or cue learning, and thus rats will tend to switch to a response strategy after a hippocampal lesion (e.g. Packard and McGaugh, 1996).

The connection between the IPL and cerebellar regions suggests that the IPL may receive cerebellar error signals that support the rapid, continual fine-tuning of control settings and decision making.

Any discrepancy results in an error signal that represents the correction necessary to bring the controlled device to its desired position.

At first the translations it produces are nonsense, but a feedback loop provides an error signal that allows the position of each word to be refined until eventually the positions of words in the cloud captures the way humans use them – effectively a map of their meanings.

For the LMS filter, the optimum weights are obtained iteratively by minimising the MSE of an error signal that is the difference between the filter output and the output of an ideal filter that meets the design specifications exactly.

and (3) Why do dopaminergic manipulations cause global changes in the vigor of responding, and how is this related to prominent accounts of the role of dopamine in providing basal ganglia and frontal cortical areas with a reward prediction error signal that can be used for learning to choose between actions?

We have firstly derived the analytical S-curve, defined as the conditional expectation of the error signal that controls the loop, and we have deduced an approximation of the asymptotic estimation error variance of the FD estimation algorithm.