Sentence examples for prediction of the context from inspiring English sources

The single input node corresponding to the focus word is activated while setting all other input layer nodes to zero (also referred to as one hot representation), and the error in the output layer prediction of the context word is back-propagated through the network.

Thus, the prediction of the context-dependence hypothesis is that the efficiency of RF1 is GC-context dependent while RF2 functions independent of nucleotide context.

The creation of the illusory motion token can be regarded as the instantiation of a prediction: given the context of 2 flashing stimuli, the brain infers the presence of a single moving token.

Over the last decades, understanding of these modes of climate variability has increased but prediction in the context of global warming has proven difficult because of the lack of pertinent and reproducible paleodata.

The network-based methods study the task of protein functional properties prediction in the context of PPI networks based on the assumption that the interaction partners of a protein are likely to share similar functions with it.

To confirm our estimated precision values, we manually verified a number of predictions in the context of colon cancer.

In the following sections, we discuss the general applicability of these predictions in the context of resolving several of the controversies regarding mimicry theory.

As the current study used a block-related design, we are limited to investigating sustained signals across blocks and cannot thoroughly test the predictions of the Adaptive Context Maintenance hypothesis.

Long-term prediction in the context of this work means predicting 7 time intervals ahead into the future.

To this point, I have avoided using the word "prediction" in the context of Mr. Romney's lead or his chances of winning the nomination.

With increasing number of active ligands available in various databases, we want to revisit target prediction in the context of a 'big data'.