The book presents new formalisms of pattern processing, e.g., orthogonal projectors, optimal associative mappings and self-organization of topological maps, in order to provide an understanding of the properties of information representations and of many functions of the brain. In the second edition two new chapters on neural computing and optical associative memories have been added.