Sentence examples for notion of prediction from inspiring English sources

First, we need a laxer notion of prediction than deductive entailment.

This is because a neuron's output depends on its prior information (the prediction made by layer 2), but we generally do not know what prior information a neuron has, and the notion of prediction error does not necessarily tell us anything about a neuron's prior information.

The notion of visual prediction and competition between neural representations at various levels (i.e., between a strong bottom-up offset signal and a central overshooting representation), offers a fitting framework for conceptualizing the influence of motor resonance on the visual system.

TOPCONS-single consistently outperforms each of its underlying single sequence predictors when they are used on their own, which confirms the notion of consensus prediction adding value.

Particularly salient for the present concerns is that the systems of formal learning are set up to achieve some notion of adequate universal prediction, without confining themselves to a specific set of hypotheses, and hence by imposing minimal constraints on the set of possible patterns in the data.

This model focuses on the notion of a body prediction error (i.e., the difference between the value of the anticipated/predicted state and the value of the current interoceptive state) and consists of four components.

The dopamine response to reward is compatible with the notion of primary reinforcer prediction error according to error driven learning rules [ 8].

The results of the present study support the notion that the role of prediction errors in learning transcends the simple reinforcement of stimulus response links and plays a more pervasive and general role in various forms of learning.

I think you should also mention the notion of interoceptive inference or prediction as a relevant example of more generic Bayesian approaches.

For instance, when patients say they trust a doctor, they do not necessarily make a statement whether the doctor is good or bad; but they reflect the notion of trust as a prediction of the doctor's behavior in a given context (Bhattacharya et al 1998).

Also, there is no notion of uncertainty in the predictions shown in Fig. 2. It would be useful if a sensitivity analysis could be included to demonstrate that model 3 is indeed the only model (among the 3) that is consistent with the experimental data.