Kohonen Artificial Neural Network and Counter Propagation Neural Network in Molecular Structure-Toxicity Studies
Marjan Vračko · Current Computer - Aided Drug Design · 2005
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