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José C. Principe

Neural and Adaptive Systems

Fundamentals through Simulations

€ 161.65

Neural networks have become one of the most sophisticated applications in use today by engineers and others in a myriad of applications like cellular networks, financial analysis, stock market analysis, traffic coordination, etc.


Taal / Language : English

Inhoudsopgave:
Data Fitting with Linear Models.

Pattern Recognition.

Multilayer Perceptrons.

Designing and Training MLPs.

Function Approximation with MLPs, Radial Basis Functions, and Support Vector Machines.

Hebbian Learning and Principal Component Analysis.

Competitive and Kohonen Networks.

Principles of Digital Signal Processing.

Adaptive Filters.

Temporal Processing with Neural Networks.

Training and Using Recurrent Networks.

Appendices.

Glossary.

Index.
Extra informatie: 
Paperback / softback
672 pagina's
1247 gram
245 x 195 x 38 mm
John Wiley & Sons us

Levertijd: 5 tot 11 werkdagen