Complex-valued Perceptron Research Articles

Testing complex-valued perceptron properties experimentally

We have formed a sequence of steps for evaluating properties of chemical compounds. Our experiments have proved that complex-valued perceptrons can be used for predicting chemical properties. An algorithm has been developed to additionally train complex-valued perceptrons.

Identification of structures of organic substances by means of complex-valued perceptron

We consider two ways of identification of structures of chemical compounds--software SARD-21 and the complex-valued perceptron. Results of computational experiments showed the advantage of a neural network. In addition the complex-valued perceptron can produce meaningful recommendations for the synthesis of new compounds.