Sentence examples for representations for future from inspiring English sources

For the number of hidden units in each layer, networks with small number of hidden units may not learn enough representations for future tasks while networks with large numbers of neurons may increase the possibility of overfitting, which cause poor generalization in untrained dataset.

Finally, the fourth stage, based on survey data, includes a spatial assessment of collective representations for a future eruption by the surrounding communities.

The semantic representation becomes important for future inferences, associations and semantic search that can help both user profile and interest topics enrichment.

Adaptation takes the stimulation history as a reference for the representation of future stimuli.

The company made no admission of guilt, as this article explains: Ameriquest loan officers covered by the settlement will be required to explain to every applicant exactly how their mortgage works, from rates to discount points to accurate representations about the prospects for future refinancings.

Today, Mr. de Noirmont is helping his artists find other representation, and investigating options for future projects.

As regards the sound-based hypothesis of orthographic representation, an important goal for future research will be to delineate its visual and phonological limits.

Representation of future rewards is an important mechanistic consideration for the study of intertemporal choice.

This result suggests a critical role of action for future oriented representations, as if "moving" to the future actually required the representation of movement itself.

Improving compartmental representation will be a goal for future releases.

Implicit in those statements are the reservations against some of the actual systemic contextual representations as well as the proposals for future directions.