Modern IT trends in the professional sphere

Possibilities and features of artificial neural networks. Areas of practical application of artificial neural networks. Voice interface distribution and visual serach. Learning neural networks. The following visualization. Direct error propagation.

Подобные документы

  • Intellectual information systems as hybrid neural networks. Using the topology of neural networks based on a fuzzy perceptron, ANFIS, TSK, Wang & Mendel’s network to solve diagnostic problems in medicine. Influence of the fuzzy rule on output signal.

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  • The technical aspects of building a solution to our problem of predicting advertisement banner efficiency. Rectified Linear Units activation function. A simple neural network architecture, trustworthy model. Visualizing convolutional neural networks.

    дипломная работа, добавлен 13.07.2020

  • The methods for adaptive, knowledge-based learning, such as online incremental feature selection, spiking neural networks, adaptive data and model integration, and artificial life systems, particle swarm optimisation, ensembles of evolving systems.

    книга, добавлен 09.04.2013

  • Revolutionary changes in the intellectual development of mankind. The emergence of a second human signaling system, awareness of the nature of the formation of cognitive abilities of the human brain and the formation of highly intelligent neural networks.

    статья, добавлен 15.04.2024

  • An analysis of some of the main methods and approaches of machine translation, which is designed to speed up the pace of translation of multilingual text. Review of the main functions of artificial neural networks used in neural machine translation.

    статья, добавлен 12.01.2023

  • The 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 23.06.2016

  • The place of neural network modeling of language units as an innovative tool for modern research. The value of linguistic units, the genesis of which can be traced thanks to the interaction of an artificial neural network with an array of text data.

    статья, добавлен 04.09.2024

  • Kompyutinhove storage as one of the paradigms of periodic training neural networks through the use of rekurrentnoyi other indicators. The new approach, which focuses on learning fuzzy systems thatand its parameters are adapting their structure online.

    статья, добавлен 20.01.2017

  • Simulation modeling for solving problems of mathematical physics. Usage cellular neural networks as means of modeling. Usage locally asynchronous methods as algorithmic software and tool optimization of neural network. The block diagram of the software.

    статья, добавлен 26.06.2016

  • The neural software in medicine to investigate and diagnose immune deficiencies; diagnose and study allergic and pseudoallergic reactions; forecast emergence or aggravation of stagnant cardiac insufficiency in patients with cardiac rhythm disorders.

    статья, добавлен 08.02.2013

  • Types of knowledge-based systems. Logic, rules and representation. The use of registered names, trademarks in engineering. Expert systems, neural networks, genetic algorithms, case-based reasoning systems and methodologies of intelligent agents.

    книга, добавлен 04.10.2014

  • The 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.

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  • Allocation and Sizing of Distribution Transformers and Feeders. Planning of Distribution Networks under Load Growth. Optimization Methods for Power System Problems. List of Tables, Principle Symbols and Acronyms. Statement of Original Authorship.

    реферат, добавлен 05.01.2014

  • Error correction and the cascade protocol. Individual attacks in an realistic environment. Dynamic initial block-size. Statistical analysis of QKD networks in real-life environment. Quantum-cryptographic networks from a prototype to the citizen.

    книга, добавлен 08.03.2014

  • Theoretical bases of construction of geographically distributed networks and mechanisms to ensure quality of service (QoS) in such networks. Principles of construction of networks with guaranteed quality of service. The main types of interfaces.

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  • Распознавание сетью структуры данных. Решение задач классификации в сетях Кохонена. Использование доверительных уровней (порогов принятия и отвержения) для интерпретации выходных значений в пакете ST Neural Networks. Границы диапазона для переменной.

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  • The use firewalls to create a demilitarized zone to protect the servers from unauthorized access. The versions of creation of virtual private networks that can combine some geographically distant networks in one network using global information space.

    статья, добавлен 27.07.2016

  • Analysis of trends in search of directions and priorities for processing electronic documents on the Internet. Technical principles of building an information retrieval system and use of the linguistic processor and neural networks for solving problems.

    статья, добавлен 20.01.2017

  • Моделирование поведения живых существ в процессе исследований в области искусственного интеллекта. Особенности искусственного нейрона и структура нейронных сетей. Осуществление диагностики с помощью использования пакета Statistica Neural Networks.

    статья, добавлен 29.01.2016

  • The dimension reduction as a way to overcome the errors of the measurement when dealing with vector data in high-dimensional spaces and as a modelling tool of map. A techniques for dimension. The implementation of neural's networks for these techniques.

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  • Analysis of the prospects for using artificial intelligence technologies in the field of photo processing. Research of modern technologies and AI methods that are used in processing photo materials. Review of areas of AI use in image processing.

    статья, добавлен 08.06.2024

  • This systematic literature review aims to identify the impact of artificial intelligence in foreign language learning using learning management systems by systematically reviewing studies related to the area. Application of the PRISMA block diagram.

    статья, добавлен 16.01.2024

  • История развития нейросетей, характеристика их главных задач. Особенности архитектуры и параметры обучения. Краткое описание программы Neural Network Wizard. Изучение принципов работы программного эмулятора нейрокомпьютера. Сбор статистики по процессу.

    реферат, добавлен 14.10.2013

  • Разработка на основе технологии Neural Network программных комплексов для прогнозирования различных явлений, статистической обработки данных в медицинском учреждении. Система принятия решений при управлении пациентопотоком в медицинских учреждениях.

    статья, добавлен 05.04.2020

  • Major machine translation methods designed to speed up the process of multilingual text translation by using a computer software. Analysis of the performance of rule-based machine translation, statistical models, hybrid and neural machine translation.

    статья, добавлен 16.08.2022

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