Current Computer-Aided Drug Design

Subhash C. Basak
Departments of Chemistry, Biochemistry & Molecular Biology University of Minnesota Duluth
Duluth, MN 55811
USA

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Kohonen Artificial Neural Network and Counter Propagation Neural Network in Molecular Structure-Toxicity Studies

Author(s): Marjan Vracko.

Abstract:

We present self-organizing map or Kohonen network and counter propagation neural network as powerful tools in quantitative structure property/activity relationship modeling. Two areas of applications are discussed: estimation of toxic properties in environmental research and applications in drug research.

Keywords: som, kohonen neural network, counter propagation neural network, qsar

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Article Details

VOLUME: 1
ISSUE: 1
Year: 2005
Page: [73 - 78]
Pages: 6
DOI: 10.2174/1573409052952224