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РецензированоEN2025

THE PRINCIPLE OF OPERATION OF THE PERCEPTRON AND ITS APPLICATIONS

Suyunov Shakhboz Nodir ugli

Современное образование и развитие · 206-210 · 2025

Аннотация

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.

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«The article presents the algorithm of operation of the perceptron, the necessary conditions and technical aspects for its correct operation.»

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The article presents the algorithm of operation of the perceptron, the necessary conditions and technical aspects for its correct operation. Полный текст публикации CiteX не хранит — доступ к первоисточнику открывается по DOI согласно лицензии издателя и выбранному плану.

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Ключевые слова
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.
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