MATLAB & Simulink Based Books

Neural Network Fundamentals with Graphs, Algorithms, and Applications

		N. K. Bose P. Liang McGraw-Hill, 1996 Tel:  800-722-4726 Fax:  614-755-5645 ISBN: 0-07-006618-3 Language: English

Suitable for use in senior-level and first-year graduate-level courses, as well as for professionals, this text presents the fundamentals of neural network theory for diverse applications. The reader is guided from neuroscience fundamentals, graph theory, and algorithms, to detailed analysis of perceptron and lms-theory based on neural networks, multilayer feedforward networks, computational learning theory, and other topics. The last chapter presents selected applications of the theory covered. MATLAB and the Neural Network Toolbox, which are available from from The MathWorks, are used throughout the text and in a solutions manual (ISBN 0-07-006619-1) to create graphics and solve problems.