Usage of training methods to parameterization of multilayer neural computing structures for technological processes
The analysis of the existing training methods of multilayer neural network of computing structures is carried out. Recommendations of selected methods usage by examples of multilayer approximation tasks for technology of beneficiation were given.
Подобные документы
Methods of traversal of high-level multi-threaded models formalized in the Use Case Map computer language. Advantages and disadvantages of this approach compared to existing ones. Generation character lines that are used to test software systems.
статья, добавлен 28.02.2016The methods of data protection in local and global network. The functions of antivirus programs. The server side of web protection. The aspects of data transfer in big company. Password management. Internet security from different hacking and infection.
контрольная работа, добавлен 07.08.2017Анализ особенностей системы Neural-Network-Driven Fuzzy Reasoning (NNDFR) и рассмотрение вариантов ее оптимизации. Разработка программного модуля для реализации алгоритма системы NNDFR. Применение системы для решения задач регрессионного прогнозирования.
дипломная работа, добавлен 30.08.2016In this article the author describes the all functions and features of SCRUM method, its roles (master, owner and team). It is observed the advantages of this methodology before others. The detailed description of SCRUM work is presented in this article.
статья, добавлен 18.08.2018- 80. The computer technology of expert rules constraction for the technical objects diagnosis systems
Description of the methods of organizing expert rules for the diagnosis of electrical machines using and without expert information. Correction of rules according to the results of causal observations. Using the intellectual potential of an expert.
статья, добавлен 18.11.2018 The questions of energy efficiency of information systems. The study of existing methods to reduce energy consumption at the program level. A new approach to the development of energy-efficient software that passes through its entire life cycle.
статья, добавлен 30.01.2016The value of cluster analysis to explain a number of phenomena. Consideration clustering algorithms computational intelligence, particularly based on neural networks and kernel-based learning. Review their application to five's real world problems.
статья, добавлен 08.02.2013Program models for some molecular membrane structures functioning. The results of program modeling of biological "voltage-activated nanostructures". Simulation was done on the base of experimental results of electrical currents studying in brain neurons.
статья, добавлен 26.06.2016Description of the mathematical model of technological processes of variational inequalities. Search for the maximum of the Hamiltonian function of the state space functions. Development of a method for numerical realization of mathematical models.
статья, добавлен 22.12.2016The development and use of new, progressive information technologies based on the widespread use of superproductive and reliable dual-use computer systems and components. Consideration of the problem of the Fourier transform and its application.
статья, добавлен 01.11.2021Identify and select fragments of developed software products and applied technologies that contribute to the formation and development of professional competencies of professionals. Reviews software applications and fragments of their software code.
статья, добавлен 16.08.2023Familiarity with the basic principles of cryptographic protection of information. Cryptography as a set of methods for data transformation, aimed at, it is to make the data useless to the enemy. Analysis of the cryptographic algorithm with the public key.
книга, добавлен 08.03.2014Investigation of a person's ability to work with information. Study of the neural executive mechanisms of the brain. Creation of a multicomponent model of short-term memory of Russian students, the development of their creative and intellectual abilities.
статья, добавлен 07.04.2021Methods of classification of correlation extremal navigation systems, geophysical fields. The block diagram of CENS, which works in risk conditions. Dependence of posteriori probability on the quantity of key points and total error of its determination.
статья, добавлен 26.06.2016Find the ratio of root-mean-square deviations of pixel distortions and rotations in the learning process to avoid classification errors. Simulation, training and testing of a two-layer perceptron with 250 neurons in its hidden layer for training traingda.
статья, добавлен 27.09.2016The possibility of forming an algorithm that allows reconstructing the lost works of easel painting by outstanding masters of the Ancient world is being investigated. The study used methods of computer modeling and analysis, which increased accuracy.
статья, добавлен 04.09.2022Design and research of mathematical model for information security system in computer network. Science intensive technology. Modeling of security and risk assessment in information and communication system. Information and computer network technologies.
статья, добавлен 27.05.2021Presents the main transformational processes of scientific understanding of the role of "artificial" and "natural" intellect. The natural intellect is presented as a social phenomenon that arose from the interaction of individual cerebral structures.
статья, добавлен 17.11.2023- 94. ICARE model
Using the ICARE Format for Structuring Online Courses. Instructional design is a system of procedures for developing education and training programs in a consistent and reliable fashion. Model concentrates on the connection between content, context.
реферат, добавлен 06.02.2014 A wireless sensor network of distributed autonomous sensors to monitor physical or environmental conditions and to cooperatively pass their data through the network. The analysis of models of wireless sensor network with random access is presented.
статья, добавлен 26.08.2016Consideration of methods of information coding. Use of coded pages for the improvement of design objects. Study of the functional purpose of barcode and QR-code. Analysis of the engineering sequence of the artistic and graphic process of code creation.
статья, добавлен 03.07.2023Characterization major methods of construction principal manifolds. Familiarity with the issues numerical computation. Analysis nonlinear manifold learning from unorganized data points is a challenging unsupervised learning and data visualization.
автореферат, добавлен 08.02.2013The NCBI Data Model. Submitting DNA Sequences to the Databases. Genomic Mapping and Mapping Databases. Information Retrieval from Biological Databases. Creation and Analysis of Protein Multiple Sequence Alignments. Sequence Assembly, Finishing Methods.
учебное пособие, добавлен 25.11.2013Designing technological processes for information support for decision-making in integrated modular avionics for modern aircraft is a complex multi-stage procedure. The implementation of which involves the cooperation of aviation industry enterprises.
статья, добавлен 11.07.2022Identification of retail market trends, values, and key performance indicators. Technology driven revolutions in retail business models. Existing techniques in technology assessment research. IoT in retail national level approach: the case of Russia.
диссертация, добавлен 30.09.2016