Intelligent Edge in Computer Engineering

Until recently, artificial intelligence tools required significant energy consumption and expensive complex equipment such as remote servers or clouds. Now, with the appearance of Intelligent Edge microcontrollers, such as the MAX7800x family and etc., which contain a special convolution neural network accelerators, computer devices and means for various purposes can solve artificial intelligence tasks, while working for a long time from an autonomous power supply. All this makes artificial intelligence tools available and expands the possibilities for creating new efficient applications that were previously built on powerful computers and were limited in widespread use. The advantages of such devices and means are considered in this article.

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Publication Details

Journal
Information Theories and Applications
Published
2025-08-08
DOI
https://doi.org/10.54521/ijita32-03-p04
Primary Topic
Advanced Computational Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Intelligent Edge in Computer Engineering

Volodymyr Romanov, Anna Kedych, Natalia Kedych
Information Theories and Applications
Advanced Computational Techniques and Applications
article

Intelligent Edge in Computer Engineering

Volodymyr Romanov, Anna Kedych, Natalia Kedych
article en

Abstract

Until recently, artificial intelligence tools required significant energy consumption and expensive complex equipment such as remote servers or clouds. Now, with the appearance of Intelligent Edge microcontrollers, such as the MAX7800x family and etc., which contain a special convolution neural network accelerators, computer devices and means for various purposes can solve artificial intelligence tasks, while working for a long time from an autonomous power supply. All this makes artificial intelligence tools available and expands the possibilities for creating new efficient applications that were previously built on powerful computers and were limited in widespread use. The advantages of such devices and means are considered in this article.

Information Theories and ApplicationsVol. 32(3)
V.M. Glushkov Institute of Cybernetics (UA)
Openalex Percentile: Top 90%
Advanced Computational Techniques and Applications
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