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Current Computer-Aided Drug Design

Editor-in-Chief

ISSN (Print): 1573-4099
ISSN (Online): 1875-6697

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

Author(s): Marjan Vracko

Volume 1, Issue 1, 2005

Page: [73 - 78] Pages: 6

DOI: 10.2174/1573409052952224

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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