TY  - BOOK
AU  - Lv,Jian Cheng
AU  - Yi,Zhang
AU  - Zhou,Jiliu
TI  - Subspace learning of neural networks
T2  - Automation and control engineering
SN  - 9781439815359 (hbk.)
PY  - 2011///
CY  - Boca Raton, Fl.
PB  - CRC Press
KW  - Neural networks (Computer science)
KW  - Computer algorithms
N1  - Includes bibliographical references and index
N2  - 'Using real-life examples to illustrate the performance of learning algorithms and instructing readers how to apply them to practical applications, this work offers a comprehensive treatment of subspace learning algorithms for neural networks. The authors summarize a decade of high quality research offering a host of practical applications. They demonstrate ways to extend the use of algorithms to fields such as encryption communication, data mining, computer vision, and signal and image processing to name just a few. The brilliance of the work lies with how it coherently builds a theoretical understanding of the convergence behavior of subspace learning algorithms through a summary of chaotic behaviors'--
ER  -