 Cognitive psychology emphasized a computer and information flow metaphor for concept formation.Neural network models of concept formation and the structure of knowledge have opened powerful hierarchical models of knowledge organization such as George Miller's Wordnet.Neural networks are based on computational models of learning using factor analysis or convolution.