Hardware-software co-design of intelligent multi-core cyber-physical systems-on-chip with universality, scalability and energy-efficiency properties

The possibilities of intelligent multi-core Cyber-Physical System on Chip (CPSoN) for providing high-quality properties of universality, scalability and energy-efficiency based on modern VLSI K1879ВМ8Я and software Neuro Matrix are shown. A methodology for intelligent management of neuroprocessor resources is proposed for the purpose of joint design of hardware and software (Co-Design) based on Intellectual Multiprocessing and set-theoretical equivalence of a group of algorithms, a group of cores and a group of robots on a chip. Mathematical formalization of the analysis of various structures is carried out for the purpose of an optimal choice allowing us to design software-reconfigurable multi-core neuroprocessor architecture for processing large data flows. Modeling multi-criteria control for choosing the best structure according to various technical characteristics is carried out with emphasis on significant speed up the work of neural network tools, accelerators and servers.