Brechko V. Models and data structures based on associative memory for computer systems of technological processes structure design

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0419U005259

Applicant for

Specialization

  • 05.13.05 - Комп'ютерні системи та компоненти

12-12-2019

Specialized Academic Board

Д 64.050.14

National Technical University "Kharkiv Polytechnic Institute"

Essay

The research is devoted to solving a scientific and practical problem, which is to develop and study the models and structures of data based on associative memory for computer systems of technological processes structure design. In the research work, architecture, algorithms of training and functioning and software components are proposed that implement the developed neural networks of N-directional associative memory, multilayered associative memory and associative memory with control neurons used in the database for the design of the structure of the technological process; the structure of data on the basis of neural networks of associative memory is developed, which allows you more effectively to model technological processes. Experimental studies of the improved computer system design of structures of technological processes were carried out at the level of mathematical modeling and on the real object, the reliability of the proposed decisions are confirmed.

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