Therefore, it compresses or generalizes feature representations and generally reduce the overfitting of the model to the training data.
Generalization beyond the experimental situation should consider whether the dynamics revealed here could be generalized to other features of the same stimuli, to other stimuli and to other tasks, including passive viewing.
A nice feature of the rule based approach is that it generalizes to any noise pattern since the nature of noise varies from one log to another.
It generalizes several of the previous methods, accounting for gene loss as an additional feature.
By using single NN configuration, it means that the NN training dataset contains the data of 24 dimensions of log-melspectral features and the NN training generalized the RTF of these 24 feature dimensions.
We also performed some tests to show how LOOP_MODEL is able to generalize learned motor trajectories over different features of the movement, for example scale or translation.
Hauser et al. (1999) also tested whether the tamarins would generalize to changes in the irrelevant features of the support, such as the shape, size, and color, which they succeeded.
Considering the feature of chronic disease, the authors generalized the basic model to a Markov model to represent different infection rates in different stages [ 5].
In summary, we obtain highly expressive and effective ontology languages that unify and generalize both classical database constraints, and important features of the most widespread tractable description logics; in particular, the DL-Lite family of description logics.
While this is reassuring, the analytical formulation more importantly also refines and generalizes our understanding of the mechanisms underlying network feature emergence, as will now be developed.
