| 查看: 98 | 回复: 2 | ||
| 【奖励】 本帖被评价2次，作者zhangjs增加金币 2 个 | ||
| 当前主题已经存档。 | ||
[资源]
Neural Networks for Chemists: An Introduction
|
||
|
This book gives chemists insight into the much discussed and often not fully understood concept of neural networks. The authors pinpoint the five most widely used neural networks and learning strategies, illustrating them with lucid examples. Numerous applications from diverse fields are used in the second part of the book to help the chemist gain a better understanding of neural networks. This self-study guide leads both students and professionals swiftly from introductory principles to practical application. It enables readers to apply neural networks to their problems, either with a commercial neural network package or with a self-made program. Table of Contents 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 link: http://rapidshare.com/files/12412846/neunets4chem.rar |
回复此楼» 猜你喜欢
南方科技大学招收金属材料方向博士生
已经有23人回复
-
可降解聚酯材料在医疗器械中的应用趋势与创新方向
已经有0人回复
-
有机高分子材料论文润色/翻译怎么收费?
已经有287人回复
-
可降解微球如何提升药物精准治疗效果
已经有0人回复
-
静电纺丝膜分层问题
已经有0人回复
-
什么脱膜剂可以完全清洗干净啊？
已经有2人回复
-
暨南大学化学与材料学院赵宇亮院士正在招博士和博后，方向为生物材料和纳米医学
已经有1人回复
-
可生物降解聚酯正在重塑现代医疗器械
已经有0人回复
-
26届博士申请
已经有2人回复