This article discusses training errors, validation errors, and plotting their correlation that occur when training data in deep neural networks. It is also assumed that the validation error in training deep neural networks is less than the error in training
| Mualliflar | Абдукадиров, Бахтиёр |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashr sanasi | 2024-12-28 |
| Son | 4 |
| Betlar | 360-365 |
| Til | Rus |
нейронная сеть, обучение сети, потеря, среднеквадратичная ошибка, эпоха, регуляризация
The paper presents a mathematical model of advection-diffusion processes describing the dispersion of harmful substances in the atmosphere. The determination of turbulence coefficients based on Taylor's theory, emission…
Annotation: This article addresses a non-correct problem for a biharmonic equation within a semicircular domain. It explores the conditional correctness of the problem and establishes stability through a rigorous…
This article discusses the development of an algorithm based on the application of optimal quadrature formulas for solving Abel's integral equations. Abel's integral equation finds great application in applied problems…
The article examines the issues of research and creation of a symmetric block encryption algorithm based on the Feistel network using cryptographically stable table basic transformations. Such block encryption…
This article examines a mathematical model of the process of transfer and diffusion of gaseous impurities and harmful small-sized aerosols in the atmosphere. The developed mathematical model takes into account the…
Annotation. The article, based on a systematic analysis of a complex chemical-technological system (masut rectification device), identifies factors that ensure the reduction of pressure in the rectification column to 40…
Actual practice shows that in order to sufficiently accurately predict the dispersion process of air pollution, the following factors must be considered within the models: changes in the velocity of aerosol emissions in…
In this article, the sorted statistics of the department of mathematical statistics and the information about the grades in them are covered.
This paper evaluates security tolerance in 4G and 5G networks. It shows the vulnerability and resilience of 4G and 5G networks to DDoS, Eavesdropping, Man-in-the-Middle, Signal Hijacking and Sim Cloning attacks…
This article provides an in-depth analysis of the physical and mechanical properties of yarns in knitted fabrics and their influence on deformation. The elasticity and plasticity of yarn materials are studied, and their…