Neural Networks for Pattern Recognition

eBook Information

Neural Networks for Pattern Recognition ISBN  0198538642 Release Date  03 November 1995 Category  Neural Network Tags  neural,   recognition,   bishop,   "pattern recognition",   "neural network",   pattern recognition,   pattern,   "neural networks",   face recognition,   0198538642,   pattern classification,   "neural networks for pattern recognition",   public switched telecommunication network,   character recognition,   neural networks,   speaker recognition,   This book @Amazon  View Tools Google Search Web flazx.com

Description This book provides a solid statistical foundation for neural networks from a pattern recognition perspective. The focus is on the types of neural nets that are most widely used in practical applications, such as the multi-layer perceptron and radial basis function networks. Rather than trying to cover many different types of neural networks, Bishop thoroughly covers topics such as density estimation, error functions, parameter optimization algorithms, data pre-processing, and Bayesian methods. All topics are organized well and all mathematical foundations are explained before being applied to neural networks. The text is suitable for a graduate or advanced undergraduate level course on neural networks or for practitioners interested in applying neural networks to real-world problems. The reader is assumed to have the level of math knowledge necessary for an undergraduate science degree. Other books on Neural Network Neural Networks Theory Principles of Artificial Neural Networks (Advanced Series in Circuits and Systems) (Advanced Series in Circuits and Systems) New Directions in Statistical Signal Processing: From Systems to Brains (Neural Information Processing) Neural Networks in a Softcomputing Framework Artificial Neural Networks in Finance and Manufacturing Artificial Neural Networks in Real-Life Applications Neural Networks in Business Forecasting Recurrent Neural Networks for Prediction: Learning Algorithms, Architectures and Stability Fusion of Neural Networks, Fuzzy Systems and Genetic Algorithms: Industrial Applications Guide to Neural Computing Applications (Hodder Arnold Publication) Neural Networks and Pattern Recognition Foundations of Neural Networks, Fuzzy Systems, and Knowledge Engineering (Computational Intelligence) Neural Networks for Pattern Recognition Pattern Recognition with Neural Networks in C++ Neural Network Modeling: Statistical Mechanics and Cybernetic Perspectives