MATLAB & Simulink Based Books

Netlab: Algorithms for Pattern Recognition

		Ian T. Nabney Springer, 2002 Tel:  212-460-1500 Fax:  212-460-1575 E-mail:  service@springer-ny.com ISBN: 1-85233-440-1 Language: English

Written for courses in pattern recognition and neural networks, this book discusses the theory and practical application of neural networks. Topics covered include parameter optimization algorithms, density modeling, single layer networks, multi-layer perceptron, bayesian techniques, and gaussian processes. All examples are implemented with Netlab, a collection of neural network and pattern recognition M-files.

Companion Software: A set of MATLAB M-files is available. Retrieve companion software