FEATURE LEARNING DURING THE ACQUISITION OF PERCEPTUAL EXPERTISE

Does feature evolution stop once we have acquired sufficient features to perform a recognition task? With extended practice, novices may dev elop a more sophisticated feature space that allows them to perform mo re accurately or quickly. Our work on perceptual expertise indicates t hat feature learning and reorganization can continue even after an ini tial set of features is available to represent a novel class of object s.