Methods of problem-oriented representation and data processing in resources of the hardware support of intellectual systems

In the report the conceptual problems of the rise of productivity and reliability of specialized computing devices (SCD) of intelligent systems are considered on the basis of representation and data processing with the help of various problem-oriented machine arithmetic (POMA). The directions of development of methods of representation and data processing are considered, and also the new methods are offered and the known methods are essentially advanced.