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

Author(s): Marjan Vracko

Journal Name: Current Computer-Aided Drug Design

Volume 1 , Issue 1 , 2005

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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

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

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PDF: 37