Neural Networks for Chemists: An Introduction

Zupan, Jure; Gasteiger, Johann

ISBN 10: 352728592X / ISBN 13: 9783527285921

Editore: Wiley-VCH, 1993

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Zustand: Gut | Sprache: Englisch | Produktart: Bücher.

Codice articolo 42392665/203

Dati bibliografici

• Titolo: Neural Networks for Chemists: An Introduction
• Editore: Wiley-VCH
• Data di pubblicazione: 1993
• Lingua: Inglese
• ISBN 10: 352728592X
• ISBN 13: 9783527285921
• Rilegatura: Rilegato
• Condizione: Gut
• Cataloghi dei venditori:
  • Bücher

Descrizione articolo

Riassunto

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.

Product Description

Book by Zupan Jure Gasteiger Johann Gasteiger J Zupan J