Sentence examples for use of forward models from inspiring English sources

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The use of forward models (mechanisms that predict the future state of a system) is well established in cognitive and computational neuroscience.

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This basic mechanism is employed at all three levels (using different kinds of forward models to derive the predictions) and the resulting resonances indicate the agent's confidence in a correspondence between what it sees someone doing and what it knows from own experience.

Indeed, our observation of non-predictive coding within SPOC in our view does not preclude the use of prediction in the context of forward models.

We hypothesized that OCD patients would exhibit deficient use of counterfactual forward models of action-outcome alternatives in decision making.

Figure 7 Examples of forward modeling using observed later phases to constrain the velocity distribution of the entire crust.

Previously, kinematic sources, represented by a few rectangular fault planes, have been used for forward modeling of seismic waves or tsunamis to improve understanding of the rupture processes and the extent of historical earthquakes.

The key idea for such analyses is to derive predictive models of complex earthquake slip distributions for future earthquakes that can be used for forward modelling of both tsunamis and strong motion.

In computational motor control this usually involves the use of forward and inverse models, where the inverse model supplies the motor command and the forward model converts efference copy into sensory predictions (Wolpert and Kawato 1998).

The measured intensity of light contra-lateral to the source location was simulated using appropriate forward models of light propagation and additive noise (discussed in detail in the next section).

This paper adopts a formal goal model defined and analyzed in (J. Data Semantics 1 (2003); Proceedings of the International Conference on Advanced Information Systems Engineering, CAISE'04, vol. 3804 of LNCS, Springer, Berlin, 2004, pp. 20 33) to make the goal analysis process concrete through the use of forward and backward reasoning for goal models.

These results suggest that OCD patients may have a specific deficit in using forward models of prospective action-outcome scenarios to guide behavior in a goal-directed manner, while their ability to compare past counterfactual scenarios is enhanced.

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