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Neural Networks for Chemists: An Introduction Book

Neural Networks for Chemists: An Introduction
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Neural Networks for Chemists: An Introduction, '... 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, Neural Networks for Chemists: An Introduction
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  • Neural Networks for Chemists: An Introduction
  • Written by author Zupan, Jure, Gasteiger, Johann
  • Published by Wiley, John & Sons, Incorporated, 8/12/1993
  • '... 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
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Book Categories

Authors

1 Defining the Area 3
2 Neuron 9
3 Linking Neurons into Networks 37
4 Hopfield Network 53
5 Adaptive Bidirectional Associative Memory (ABAM) 65
6 Kohonen Network 79
7 Counter-Propagation 99
8 Back-Propagation of Errors 119
9 General Comments on Chemical Applications 151
10 Clustering of Multi-Component Analytical Data for Olive Oils 167
11 The Reactivity of Chemical Bonds 183
12 HPLC Optimization of Wine Analysis 197
13 Quantitative Structure-Activity Relationships 205
14 The Electrophilic Aromatic Substitution Reaction 211
15 Modeling and Optimizing a Recipe for a Paint Coating 221
16 Fault Detection and Process Control 229
17 Secondary Structure of Proteins 253
18 Infrared Spectrum-Structure Correlation 261
19 Nonlinear Projection of Molecular Electrostatic Potentials 277
20 Prospects of Neural Networks for Chemical Applications 293
Index 295


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Neural Networks for Chemists: An Introduction, '... 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, Neural Networks for Chemists: An Introduction

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Neural Networks for Chemists: An Introduction, '... 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, Neural Networks for Chemists: An Introduction

Neural Networks for Chemists: An Introduction

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Neural Networks for Chemists: An Introduction, '... 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, Neural Networks for Chemists: An Introduction

Neural Networks for Chemists: An Introduction

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