Representation is representation of similarity . Encoding objects by their similarities to a few reference shapes or prototypes results in a representation that is appealingly low dimensional and therefore easy to learn. Familiar object views can still be useful if storing them improves the performance of the interpolating mechanism of their object. Representation is representation of similarity . Recognizing an image as a view of some object then becomes the problem of deciding the membership of that image in the class of all views of that object, which we call its view space.
Representation is representation of similarity .
Representation is representation of similarity , 1997. Behavioral and Brain Sciences, to appear. Representation is representation of similarity . In this paper, we show that it is surprisingly easy to extend such a memory based strategy to deal with categorization, a task that requires the system to make sense of novel shapes. Representation is representation of similarity .