V.V. Vasetsky

One of the most comprehensible methods for intellectualization of the existing automated control systems is use of artificial neutral networks which have the properties similar to properties of a human brain, such as: the associative generalization, parallel search, adaptation to changes of environment. Principles of technical realization of perspective specialized processors research are of great interest, considering the increased requirements for them, on the basis of a modular notation use. The similar approach allows to increase essentially speed of operation and reliability, especially at orientation to a class of the tasks connected with processing of a plenty of arithmetic operations which are carried out with high efficiency in a modular notation and are simply realized by a hardware method. Development of the ideas put in a basis of the hardware control over the module is application of codes in a class of the deductions, which are multiresidual codes being further perfected. It is known that application of nonpositional code structures in a modular notation allows to raise characteristics of computing means of information processing. When considering questions of construction of highly reliable computers, the primary goal of structure synthesis of specialized processors is reliability parameter maximization, that is probability of non-failure operation of unattended specialized processors at observance of restrictions on other quality parameters. Thus, use of specialized processors in a modular notation allows to achieve sufficient speed of operation and reliability for creation of artificial neutral networks, suitable for practical realization of the perspective automated control systems