Application of the neural network approach to the tasks of logical data processing in the construction of cognitive maps

In this paper, we propose the use of logical neural networks for constructing cognitive maps. Cognitive maps are successfully used for data structuring. This allows to reduce the internal dimension of data, which contributes to the successful construction of information systems with a large number of parameters. Additional flexibility is provided by the use of various-valued logic functions as a basis for constructing logical neural net-works. A procedure for constructing cognitive maps using logical neural networks is proposed.