The paper considers certain problems of the informational approach to the construction of hybrid systems that should ensure an effective interaction of logical and image methods for data processing. It is shown how it is possible to describe processes that are carried out in neural networks using the language of information theory. Certain results in the neuroinformatics that are obtained by using the maximum information principle are stated.
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