Modeling of multiport heteroassociative memory (MBHM) on the basis of equivalence models implemented on vector-matrix multipliers
Author
Saiko, V. G.
Krasilenko, V. G.
Chikov, I. A.
Nikitovych, D. V.
Сайко, В. Г.
Красиленко, В. Г.
Чіков, І. А.
Нікітович, Д. В.
Date
2024Metadata
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- Наукові роботи каф. ІКСТ [449]
Abstract
The work is devoted to consideration of issues related to associative processing of information
for the purpose of hardware and software implementation of relevant mathematical, simulation
and physical models of associative memory. On the basis of a review of known publications,
including those in which equivalence models of associative and heteroassociative memory
were considered and their advantages were shown, the need for further research of such models
of AM or HAM and conducting simulation model experiments in order to find their effective
implementations is substantiated. The results of simulation modeling of two implementations
of multi-port heteroassociative memory (MHAM) based on vector-matrix multipliers and
vector-matrix equivalents, which, as accelerators, are adapted to equivalence models, are
given. The results of modeling the processes of hetero-associative letter tuple recognition,
performed in Mathcad for two versions of the MHAM implementation, confirm their correct
functioning, since the correct tuples of all 100 output letters pairwise associated with 100 input
letters are formed by the models at the outputs-ports of the MHAM.
URI:
http://ir.lib.vntu.edu.ua//handle/123456789/41415