Neural networks in chemistry and drug design /
محفوظ في:
| المؤلف الرئيسي: | |
|---|---|
| مؤلفون آخرون: | |
| التنسيق: | كتاب |
| اللغة: | English |
| منشور في: |
Weinheim ; Chichester :
Wiley-VCH,
c1999.
|
| الطبعة: | 2nd ed. |
| الموضوعات: | |
| الوصول للمادة أونلاين: | Table of contents Publisher description |
جدول المحتويات:
- Machine derived contents note: Basic Concepts.
- Defining the Area.
- Neuron.
- Linking Neurons into Networks.
- One-Layer Networks.
- Hopfield Network.
- Adaptive Bidirectional Associative Memory (ABAM).
- Kohonen Network.
- Multilayer Networks.
- Counter-Propagation.
- Back-Propagation of Errors.
- Applications.
- General Comments on Chemical Applications.
- Clustering of Multi-Component Analytical Data for Olive Oils.
- The Reactivity of Chemical Bonds and the Classification of Chemical Reactions.
- HPLC Optimization of Wine Analysis.
- Quantitative Structure-Activity Relationships.
- The Electrophilic Aromatic Substitution Reaction.
- Modeling and Optimizing a Recipe for a Paint Coating.
- Fault Detection and Process Control.
- Secondary Structure of Proteins.
- Infrared Spectrum-Structure Correlation.
- Properties of Molecular Surfaces.
- Libraries of Chemical Compounds.
- Representation of Chemical Structures.
- Prospects of Neural Networks for Chemical Applications.
- Appendices.