Using the mathematical modeling for solution of classification problem of the neuron synaptical inputs

An algoritm of solution of classification problem of inputs to the linear systems was elaborated for the case, when classification sign was established and considered as a random parameter of the function influenced on the studied system. As an example a possibility was shown to solve the abovesaid classification problem with the given accuracy based on the discrimination analysis with the use of chosen mathematical model of the neuron considered as infinite one-dimensional passive cable.