As local models, they can represent some features that may be smeared out in a global model, and are important complements to and validation tools for global models such as IRI.
These are localized bundles of neurons, each of which represent some feature of a stimulus, such as its size, location, shape, color, movement, and the like.
Each input unit has an activation value that represents some feature external to the net.
The aboutness of those neural states and processes that realize our thoughts is accounted for as follows: what makes a neural phenomenon represent some feature of the world is just that it is its proper evolutionary function to coordinate the relevant organism us, in this case with that feature of the world.
Clustering-based image segmentation begins by representing an M × N image as a set of M × N vectors, P = {(x, y, l x, y))}, where x and y represent the location of each pixel and l x, y) represent some feature vector of the pixel.
GLS approach provides a natural framework in which to represent some evolutionary features that arise from phylogenetic association [28].
The process is based on the fact that individuals are the key elements for the potential solution to any problem, which can be represented by some feature set.
If they are to be captured in terms of probability theory, then probability assignments should represent some objective feature of the world.
On Millikan's theory, a representation, R, can represent some environmental feature, C, even if it was never entirely reliable that if there was an R then there was a C. It is enough, on her theory, that Rs mapped on to Cs often enough for the representation's consumers to have (so to speak) benefited from that mapping.
To classify an unknown instance represented by some feature vectors as a point in the feature space, the k-NN classifier calculates the distances between the point (i.e., the unknown instance) and the points in the training dataset.
