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Netlab: Algorithms for Pattern Recognition

Netlab: Algorithms for Pattern Recognition

Netlab: Algorithms for Pattern Recognition Paperback - 2001

by Ian Nabney

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Paperback. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; Getting the most out of neural networks and related data modelling techniques is the purpose of this book. The text, with the accompanying Netlab toolbox, provides all the necessary tools and knowledge. Throughout, the emphasis is on me
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Details

  • Title Netlab: Algorithms for Pattern Recognition
  • Author Ian Nabney
  • Binding Paperback
  • Edition Corrected
  • Condition New
  • Pages 420
  • Volumes 1
  • Language ENG
  • Publisher Springer, New York, NY
  • Publication date 2001-10-25
  • Illustrated Yes
  • Features Bibliography, Illustrated, Index
  • Bookseller's Inventory # ria9781852334406_inp
  • ISBN 9781852334406 / 1852334401
  • Weight 1.35 lbs (0.61 kg)
  • Dimensions 9.21 x 6.14 x 0.89 in (23.39 x 15.60 x 2.26 cm)
  • Category Computers - General Information
  • Library of Congress Catalogue Number 2001020313
  • Dewey Decimal Code 006.4
  • Quantity available 454

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From the publisher

This volume provides students, researchers and application developers with the knowledge and tools to get the most out of using neural networks and related data modelling techniques to solve pattern recognition problems. Each chapter covers a group of related pattern recognition techniques and includes a range of examples to show how these techniques can be applied to solve practical problems. Features of particular interest include:


- A NETLAB toolbox which is freely available
- Worked examples, demonstration programs and over 100 graded exercises
- Cutting edge research made accessible for the first time in a highly usable form
- Comprehensive coverage of visualisation methods, Bayesian techniques for neural networks and Gaussian Processes


Although primarily a textbook for teaching undergraduate and postgraduate courses in pattern recognition and neural networks, this book will also be of interest to practitioners and researchers who can use the toolbox to develop application solutions and new models.


"...provides a unique collection of many of the most important pattern recognition algorithms. With its use of compact and easily modified MATLAB scripts, the book is ideally suited to both teaching and research."
Christopher Bishop, Microsoft Research, Cambridge, UK


"...a welcome addition to the literature on neural networks and how to train and use them to solve many of the statistical problems that occur in data analysis and data mining" Jack Cowan, Mathematics Department, University of Chicago, US


"If you have a pattern recognition problem, you should consider NETLAB; if you use NETLAB you must have this book." Keith Worden, University of Sheffield, UK

First line

MATLAB is an interpreted language for numeric computation and visualisation.

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