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Neural Networks for Chemists: An Introduction - Hardcover

 
9783527285921: Neural Networks for Chemists: An Introduction

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′... highly recommended ... could become a scientific bestseller ...′ Spectroscopy Europe

This self–study guide leads both students and professionals surely and swiftly from introductory principles to practical applications of neural networks. It will enable readers to apply them to their problems, either with a commercial neural network package or with a self–made program.

The first part of the book describes the fundamental principles. It pinpoints the five most widely used neural networks and learning strategies, illustrated with lucid examples. The second part helps chemists to get a grip on neural networks by showing them numerous applications from diverse fields:
– analytical chemistry and spectroscopy
– process control and optimization of product composition – reactivity of organic compounds and QSAR
– maps of electrostatic potentials
– secondary structures of proteins

′The attractive and clear presentation of this book make it recommendable for the complete novice.′ The Analyst

"synopsis" may belong to another edition of this title.

Synopsis

This textbook offers chemists insights into the much discussed - and often not fully understood - concept of neural networks. It starts by describing the fundamental principles, and pinpoints the five most widely used neural networks and learning strategies, illustrating them with lucid examples. The second part of the book helps chemists to get a grip on neural networks by showing them numerous applications from diverse fields. These include analytical chemistry and spectroscopy; process control and optimization of product composition; reactivity of organic compounds and QSAR; maps of electrostatic potentials; and secondary structures of proteins. This self-study guide leads both students and professionals from introductory principles to practical application. It aims to enable readers to apply neural networks to their problems, either with a commercial neural network package or with a self-made programme.

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ZUPAN, J. and J. GASTEIGER.
Published by VCH, Weinhem, 1993
ISBN 10: 352728592X ISBN 13: 9783527285921
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27 cm. original hardcover. xx,306 pp. ills. references. index. ISBN New York 1560817917. -very good. 985g. Seller Inventory # 70679

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Zupan, Jure and Johann Gasteiger:
Published by Wiley-VCH, 1993
ISBN 10: 352728592X ISBN 13: 9783527285921
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Gebundene Ausgabe. Condition: Wie neu. 306 Seiten Sprache: Englisch Gewicht in Gramm: 1023. Seller Inventory # 27596

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Zupan, Jure; Gasteiger, Johann
Published by Wiley-VCH, 1993
ISBN 10: 352728592X ISBN 13: 9783527285921
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Condition: Gut. Zustand: Gut | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 42392665/203

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