Neural Networks in a Softcomputing Framework (Hardcover)

From the contents: Introduction Fundamentals of Machine Learning and Softcomputing Multilayer Perceptrons Hopfield Networks and Boltzmann Machines Competitive Learning and Clustering Radial Basis Function Networks Principal Component Analysis Networks Fuzzy Logic and Neuro-fuzzy Systems Evolutionary Algorithms and Evolving Neural Networks Discussion and Outlook Appendix: Mathematical Preliminaries