Abstract. The authors consider the problem of adapting a logical network based on universal logical elements to implement the problem of classification of the input set of binary vectors. The adaptation is to identify the types of logical functions for composite components of the logical network by describing it by a polynomial whose coefficients are given by a Hadamard matrix or Zhegalkin polynomial.

Keywords: adaptation, Boolean function, universal logical element, polynomial.