Basic Operating Characteristics of Neural Networks When Applied to Structure-Activity Studies

スポンサーリンク

概要

• 論文の詳細を見る

• This paper describes the basic operating characteristics in perceptron-type neural networks, especially when applied to structure-activity relationships (SAR). It was shown that the neural network has outstanding abilities in both classification and fitting. The operation of the neural network is basically carried out in a nonlinear manner. This nonlinearity brings forth merits as well as a small number of demerits. Problems with the operation of the neural network are pointed out and discussions are aimed at solutions.

• 公益社団法人日本薬学会の論文
• 1991-02-25

著者

• 青山 智夫

  Hitachi Computer Engineering Co.,

• 市川 紘

  Hoshi College of Pharmacy

• 青山 智夫

  Hitachi Computer Engineering Co. Ltd.

関連論文

• NEURAL NETWORKS APPLIED TO PEARMACEUTICAL PROBLEMS. I. METHOD AND APPLICATION TO DECISION MAKING
• Relationships between Biological Potency and Electronic States of Polychlorinated Dibenzofurans and Polychlorinated Biphenyls
• REACTION OF METHANE WITH MOLECULAR FLUORINE : AN AB INITIO MO STUDY
• 有機分子の構造(標準からの骨格と軌道の変形)を予測する理論 : Norbornene, その7-Ion(Cation, Anion), Ethyl Cation及びEthyl Anionを例として
• WHY MOLECULAR FLUORINE ADDS TO ETHYLENES IN A CIS FASHION
• A New Structure Counting Technique of Alternant Hydrocarbons Containing Cyclic Conjugated System
• On the Relationship between C-13 Nuclear Magnetic Resonance Chemical Shift and Stability of Molecule in Methyl-Substituted N, N-Dimethylpiperidinium Salts
• Reconstruction of Weight Matrices in Neural Networks : A Method of Correlating Outputs with Inputs
• Obtaining the Correlation Indices between Drug Activity and Structural Parameters Using a Neural Network
• Basic Operating Characteristics of Neural Networks When Applied to Structure-Activity Studies
• Interpretation of 'π Energy'and Its Linear Additivity in Polyenes
• A Reason of Linear Additivity of 'π Energy' in Polyenes
• In-Bond Orbitals: A Comprehensive Graphical Expression of Orbital Interaction
• 薬学と情報教育
• An MO Theoretical Study on the Tautomerism of Carcinogenic 4-Hydroxyaminoquinoline 1-Oxide and Related Compounds
• Prediction of the Position of Bond-Scission in the Mass Spectrometry of Aliphatic Compounds

もっと見る 閉じる

スポンサーリンク