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

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

Volume: 1 Issue: 1

Author(s): Marjan Vracko

Affiliation:

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

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.

Cite this article as:

Vracko Marjan, Kohonen Artificial Neural Network and Counter Propagation Neural Network in Molecular Structure-Toxicity Studies, Current Computer-Aided Drug Design 2005; 1 (1) . https://dx.doi.org/10.2174/1573409052952224