By N. K. Bose & P. Liang, ISBN 0-07-006618-3
Suitable for use in senior-level and first-year graduate-level courses,as well as for professionals, this text presents the fundamentals of neuralnetwork theory for diverse applications. The reader is guided from neurosciencefundamentals, graph theory, and algorithms, to detailed analysis of perceptronand lms-theory based on neural networks, multilayer feedforward networks,computational learning theory, and other topics. The last chapter presentsselected applications of the theory covered. MATLAB and the Neural NetworkToolbox, which are available from from The MathWorks, are used throughoutthe text and in a solutions manual (ISBN 0-07-006619-1) to create graphicsand solve problems.