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

Authors:
R. M. Akhmetsin;V. M. Giniyatullin;S. A. Kirlan
Affiliations:
Ufa State Petroleum Technological University, Ufa, Russia 450062;Ufa State Petroleum Technological University, Ufa, Russia 450062;Research Institute of herbicides, Ufa, Russia 450065
Venue:
Optical Memory and Neural Networks
Year:
2012

Citing 1
Cited 1

Multi-Valued and Universal Binary Neurons: Theory, Learning and Applications

Multi-Valued and Universal Binary Neurons: Theory, Learning and Applications

Testing complex-valued perceptron properties experimentally

Optical Memory and Neural Networks

Quantified Score

Hi-index	0.00

Visualization

Abstract

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.