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Optimization of parallel perceptron for central processing units

The problem of efficient implementation of multi-layered perceptron is examined for central processing units of the type of i686. Facilities of optimizationby speed of tasks of computation and learning of perceptron on these processors with the use of multithreading and parallel instructions are off...

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Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2025
Issue:3
Pages:23-29
ISSN:1727-4907
Author Affiliations:
  • A.Yu. Doroshenko — Institute of Software Systems NAS of Ukraine
  • O.S. Kosan — NTUU "KPI"
Keywords:паралельна програма, перцептрон, паралельні алгоритми, паралельно-ієрархічні нейроподібні системи, паралельні обчислення, багатошаровий персептрон, паралельно-ієрархічний, нейроподібні паралельно-ієрархічні системи, multi-gpu programming, neural network
Main Authors: Doroshenko, A.Yu., Kosan, O.S.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2025
Subjects:
UDC 004.8
004.051
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/813
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Journal Title:Problems in programming
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Problems in programming

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https://pp.isofts.kiev.ua/index.php/ojs1/article/view/813

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