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
Analysis of information modeling processes and tasks, and options for improvement using extensive programming capabilities. Characteristics of the main methods of automating and speeding up the design process using programming and their properties.
статья, добавлен 30.08.2022Show that computing e-th roots modulo n is easier than factoring n with currently known methods, given subexponential access to an oracle outputting the roots of numbers of the form xi + c. The strategy – a general outline. Polynomial construction.
курс лекций, добавлен 08.03.2014Задача прогнозирования временных рядов как одна из классических задач, эффективно решаемых с помощью нейронных сетей. Особенности работы с пакетом Neural Network Wizard (создание модели нейронной сети). Правила распознавания цифр на базе нейронной сети.
лабораторная работа, добавлен 20.02.2012The use of artificial intelligence represented by artificial neural networks as a tool for assessing the performance of chemical technology. Development of five ANS for assessing the parameters of the catalytic process of steam reforming methane.
статья, добавлен 09.12.2024- 30. Improving the efficiency of the solution of linear programming tasks applying the CUDA-technology
Methods for improving the efficiency of the solution of large dimensional linear programming tasks based on application of parallel data processing technology – CUDA. The specific features and algorithmic peculiarities of implementing of the program.
статья, добавлен 26.09.2016 Using Duraton-Overman test to study detailed location patterns of the forestry and agricultural industry in Russia. Data analysis package. The first article on geocoding. Methods for measuring localization. Distance-based localization measurement.
курсовая работа, добавлен 11.02.2017International recommendations on Using error control coding at different network layers. The complexity of decoding in the channel with independent errors. Providing security of data in a network with the help of coding methods. Public-key cryptography.
книга, добавлен 08.03.2014Analysis procedure synthesis, analysis and architectural and structural construction computing subsystem as part of the information management system security. The criticality of architectural elements and functions of management information system.
статья, добавлен 14.01.2017- 34. Improving the efficiency of the solution of linear programming tasks applying the CUDA-technology
Proposing to use complex methods to improve the efficiency of solving linear programming problems using large-scale classical approaches and technologies parallel processing CUDA. Specificity of program and algorithmic features use of the technology.
статья, добавлен 26.09.2016 Способ получения конкурентных преимуществ за счет увеличения скорости обработки больших объемов данных при помощи технологии in-memory computing. Роль инновационной технологии в создании конкурентного преимущества для фирмы в борьбе с оппонентами.
статья, добавлен 18.03.2018- 36. Methods of traffic regulation and user reputation handling in the bittorrent peer-to-peer Networks
Methods for regulating traffic and handling user reputation in the context of BitTorrent networks. An overview of various methods for calculating user reputation in networks and methods for differentiating the quality of service based on them.
статья, добавлен 03.12.2020 Analysis of various methods and strategies for scaling the fintech API to solve the problems of financial applications. The principles of distributing traffic between multiple servers to improve their performance. Asynchronous data processing methods.
статья, добавлен 14.12.2024The methodological, technical approaches are considered to construct the agent-based model with built-in artificial neural networks. This model describes the user's behavior of electronic, distance learning in a virtual environment of one of universities.
статья, добавлен 23.06.2016The main tasks of artificial intelligence: creation and work in systems of symbolic calculations, systems with fuzzy logic, cognitive psychology, understanding of natural language, creation of expert systems. Its importance in business processes.
статья, добавлен 17.12.2022Support Vector Machine (SVM). Optimization problem (mainly Quadratic Programming). Interior Point Method. Mainstream methods to solve Quadratic Programming problem. Incomplete Cholesky factorization and Kronecker factorization. Reform SVM training.
статья, добавлен 30.08.2016Natural Language Processing as a subfield of computer science and artificial intelligence is concerned with interactions between computers and human languages. The purpose of this paper, is to outline the linguistic and NLP methods for textual processing.
статья, добавлен 18.05.2022Search for numerical encoding methods for lossless binary message. Consideration of methods for compressing digital data using binomial coefficients. Using the decomposition of the Bernoulli information source and calculating the maximum value of entropy.
статья, добавлен 02.10.2024Acquaintance with methods of data processing and transmission in computer mathematics. Consideration of the features of teaching computer skills in computer mathematics. General characteristics of the stages of development of a conceptual database schema.
статья, добавлен 29.05.2021The minimal model network comprising 2 QIF neurons that reciprocally excite each other and form a kind of neural oscillator, simulating the persistent activity of cortical delay selective neurons in a WM task. The effect of random perturbations.
дипломная работа, добавлен 13.09.2017Theoretical information on personal computers, the structure of Windows XP as the operating system. Examples of projects in C ++ Builder to calculate complex mathematical formulas and solving problems with the branch. Programming in C ++ Builder.
методичка, добавлен 11.10.2014Factoring and discrete logarithm. One-way trapdoor permutations are sufficient for non-trivial single-server private information retrieval. Authenticate key exchange secure against dictionary attacks. Computing inverses over a shared secret modulus.
курс лекций, добавлен 08.03.2014Methods, tools and applications of Data Mining. Basic concepts of data warehouses and the place of Data Mining in their architecture. The process of data analysis using this technology, its stages. Analytical software market, product data capabilities.
статья, добавлен 30.10.2020Characteristics of the segment of cloud technologies in Russia, an analysis of their advantages and disadvantages. The main types of cloud services models, the problems of their use (confidentiality, security). Preferences of using clouds in Russia.
статья, добавлен 06.05.2018- 49. Methods of traffic regulation and user reputation handling in the bittorrent peer-to-peer networks
Examining various methods of traffic throttling and user reputation handling in the context of Bittorrent networks. An overview of the main methods for calculating user reputation and ways to differentiate the quality of services based on them.
статья, добавлен 27.05.2021 The process of helicopter pilots training by simulator. Analyzed the aviation accidents due to human factor. The way of estimation of pilots training by simulators. The formalization of the educational process with the control of training information.
статья, добавлен 26.06.2016