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