Sentence examples for exemplars of each class from inspiring English sources

Figure  5 Upper shows the firing rates of two VisNet neurons for the test set, in the experiment with the Caltech-256 dataset using two object classes, beer mugs and hats, when trained on 50 exemplars of each class, and then tested in a cross-validation design with 10 test exemplars of each class that had not been seen during training.

Figure  5 (middle) shows two neurons in the C2 and (bottom) two neurons in the view-tuned unit layer of HMAX on the test set of 10 exemplars of each class in the same task.

There are 50 exemplars for each class and each input is a four-dimensional real vector[22].

The reason for this is that the exemplars of each object class in the CalTech-256 dataset are too discontinuous to provide a basis for learning transform-invariant object representations.

All bird types were morphed with one another to create different exemplars of each category.

Previous multilocus approaches with broad taxon sampling (i.e., more than one exemplar of each aplacophoran class) are actually not in general disagreement with Variopoda, since contaminated aplacophoran sequences may account for occasionally aberrant topologies [ 9, 10, 13].

The vocalization exemplars within each class were generated from different callers to maximize their variability and to help maintain the monkeys' interest.

All these instances, in other words, provide exemplars of class invariance as well as within class variability.

We concentrate on oxadiazole-based materials as exemplars of this class of nematogens, but also describe some other bent-core systems.

(This will produce the firing for any VTU that would be produced by one of the training views or exemplars of a class).

For the testing (untrained, cross validation) set of exemplars, one of the neurons responded with a high rate to 8 of the 10 untrained exemplars of one class (hats) and to 1 of the exemplars of the other class (beer mugs).