Neural networks
Models of neuron. Networks architectures. Credit assignment problem. Relation between perceptron and Bayes classifier for a Gaussian environment. Output representation and decision rule. Generalized Radial-Basis function networks. Maximum entropy method.
Подобные документы
Development and practical approbation of the methodology for designing hybrid neural networks. Analysis of the effectiveness and conditions of use of this technique. Research and evaluation of the possibility of using input signals of different types.
статья, добавлен 14.09.2016Different architectures and types of artificial neural networks. The prominent features of the recurrent network architecture. Examples of application of artificial neural network algorithms in pharmacy. Promising tools of reduce time and costs.
статья, добавлен 19.03.2024Study of types of external communication, their features. Overview of the problem of football club communication in social networks. Analysis of features and leading ways to improve communication in social networks from the point of view of subscribers.
статья, добавлен 26.11.2023Aspects of the impact of social networks on language and communication. Simplification of language practices during online communication in the conditions of globalization of the information space. Linguistic discourse of communication in social networks.
статья, добавлен 25.11.2023Asymptotic properties of an online gradient algorithm with a constant step size used to study in a neural network a model of nonlinear systems having a single hidden layer. Substantiation of the conditions guaranteeing the convergence of this algorithm.
статья, добавлен 14.09.2016Two large groups of sources of uncertainty at various stages of construction of neural networks. These groups are discussed in the article and recommend action’s for their reduction have been proposed. The process of diagnostic sand prognostication.
статья, добавлен 22.12.2016Wireless networks for sparsely populated rural areas of the Far North. Spatial pattern optimization of the developed wireless network based on the variant probability method. The problem of choice of place for access points of the growing network.
статья, добавлен 13.02.2018Mobile devices use Wi-Fi for Internet connectivity. Low cost access points are required to allow data collection from of the Wi-Fi networks. These access points are part of hardware and software based solution that monitors of the various mobile devices.
статья, добавлен 06.05.2018The problem of increasing the security level of the IP-telephony network and access to confidential information within this network. Restricting access to telephony by blocking unauthorized IP addresses and adding suspicious transactions to the blacklist.
статья, добавлен 22.02.2021Fluctuations level against wind conditions. K-factor estimation as a function of range. The concept of a forward scattering micro-sensors radar network for situational awareness. Vegetation clutter spectral properties in VHF/UHF bistatic doppler radar.
статья, добавлен 19.07.2021Объективные предпосылки возникновения идеи сетей следующего поколения (Next Generation Networks – NGN). Основные принципы функциональной архитектуры NGN согласно рекомендации МСЭ-Т Y.2012. Особенности функциональности уровней базовой эталонной модели NGN.
реферат, добавлен 21.10.2012Checking the "Subjective Entropy Extremization Principle" on the basis of the necessary conditions. Distribution of maximizing preferences for a combined continuous alternative. Characteristic of mathematical models of distributions of "goodness".
статья, добавлен 22.12.2016History of development of telecommunication systems and networks. The main objective of their development and application for various public purposes. Development of a remote workstation and the inclusion of disabled people in the sphere of production.
статья, добавлен 14.10.2013Social Networks - an integral part of modern life for people around the world. The form of social media for interactive educational, informational or entertainment purposes only. Instant Messaging, get news and a variety of information via the Internet.
доклад, добавлен 19.03.2014Need to find optimal solutions in the design and deployment of wireless networks. The impact of environmental parameters on the transmission channel networking standard Wi-Fi, to enable access to new information and communication services formats.
статья, добавлен 24.06.2016- 16. Глобальные сети
Глобальные сети Wide Area Networks, WAN, их типы, использование. Специальные технологии ISDN, B-ISDN для поддержки мультимедийных видов трафика. Архитектура второй половины XX века. Высокоуровневые услуги сети Internet. Магистральные сети и сети доступа.
реферат, добавлен 29.11.2009 Increasing the speed of information transmission in telecommunication systems. The study of signal distortion due to nonlinearities and types of dispersion. Using amplitude modulation to increase the speed of transmission in telecommunication networks.
статья, добавлен 27.07.2016Integration of ways of communication in interactive information networks. Blog as a journalistic genre that has entered mass communication. Correlators of network information flows. Rankings of the most popular blogs according to Internet sites.
статья, добавлен 23.01.2022Characteristics of television in South Korea, the impact on everyday life. A number of national television networks and cable operators in the country. The history of Korean television drama and the first series. The development of broadcasting in Korea.
реферат, добавлен 06.01.2015Characteristic and investigation of basic trends and promising of development for the mobile backhaul are provided. Introduction to the process of designing radio communications terahertz range capable of applying to build super high-rate backhauls.
статья, добавлен 26.06.2016Характеристика, особенности и архитектурные принципы организации NGN. Анализ базовых моделей технологий сетевого управления. Исследование методики взаимодействия технологии управления и протоколов сигнализации на основе платформ SoftSwich в сети NGN.
дипломная работа, добавлен 16.09.2017A method of in-situ calibrating 3D magnetic sensors based on Hall devices that have linear field characteristics and are non-orthogonal, with known position of each Hall device in relation to the 3D sensor’s substrate. The method’s efficiency is proved.
статья, добавлен 20.01.2017The wireless technology and progress in chip manufacturing. The practical development and implementation of a class of distributed communication systems - wireless sensor networks. Choice of simulation technology. Program implementation of the simulator.
статья, добавлен 30.05.2017Features a mathematical model of wireless mesh-network, which implements the principle of access time to a common radio resources. Allocation of slots and their routing. Analysis of finite delay in terms of the allocation of slots along the route.
статья, добавлен 22.03.2016A review of existing models and methods of applied problem solving is performed. The necessity of developing of fuzzy models of mobile objects is shown. A new formal model of mobile objects control as minimization of the control error is developed.
статья, добавлен 29.07.2016