THE PRINCIPLE OF OPERATION OF THE PERCEPTRON AND ITS APPLICATIONS.

Authors

  • Suyunov Shakhboz Nodir ugli Author

Keywords:

Perceptron, artificial neuron, working principle, analysis, neural network, input signal, output signal, linear separation problems, optimization, decision making, algorithm, machine learning, classification, face recognition, artificial intelligence.

Abstract

The article presents the algorithm of operation of the perceptron, the necessary conditions and technical aspects for its correct operation. It also considers its application in various fields such as machine learning, classification, face recognition, and handwritten digit recognition. The perceptron is the basis for the development of modern artificial intelligence systems and is important as one of the main elements of deep learning.

Author Biography

  • Suyunov Shakhboz Nodir ugli

    Karshi State Technical University,

    Student of the Department of Telecommunication Technologies

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Published

2025-05-24

Issue

Vol. 26 No. 6 (2025): Modern education and development

Section

Articles

How to Cite

THE PRINCIPLE OF OPERATION OF THE PERCEPTRON AND ITS APPLICATIONS. (2025). Modern Education and Development, 26(6), 262-266. https://scientific-jl.com/mod/article/view/16058