Extended neo-fuzzy neuron in the task of images filtering

The adaptive learning algorithm for "extended neo-fuzzy neuron" is proposed, that has both following and smoothing properties and allows to solve problems of prediction, filtering and smoothing of non-stationary disturbed stochastic and chaotic signals.

Подобные документы

  • Concept of algorithm and its appointment. Algorithmic method - precisely established procedure or a set of instructions which can be applied to all cases of a problem. Mathematical properties of algorithms described by the British mathematician Turing.

    реферат, добавлен 31.10.2012

  • Development of software and algorithm of the information system for monitoring fires. Possibilities detecting fire from sensor, predicting its spread and assessing the source of ignition. Realization of information through sound and visual signals.

    статья, добавлен 22.12.2016

  • The problem of the development of mathematical support to automate the process of diagnostic and recognizing model construction by precedents. The software realizing proposed transformations and indicators characterizing their properties was developed.

    статья, добавлен 29.07.2016

  • Requirements for users support. Approaches to user modeling. Problems of adaptive help. Techniques for knowledge representation. Implementation of advisory strategies. Demands for effective presentation. The need for system-oriented documentation.

    презентация, добавлен 28.12.2013

  • Research and analysis of ways to solve the problem of reducing the expressions obtained in solving the naval system. Structure of Stokes equations. Development and analysis of an equivalent reduction algorithm based on the theory of chain fractions.

    статья, добавлен 22.12.2016

  • Introduction to Blind Signal Processing: Problems and Applications. Iterative Algorithms with Non-negativity Constraints. Basic Properties of PCA. Extraction of Principal Components. SOS Blind Identification Based on EVD. Computer Simulation Experiments.

    книга, добавлен 25.11.2013

  • Study of method of the adaptive shaping of flows of network traffic and method of tuning of the control systems with an indirect feedback. Analysis of algorithm of multivariable adaptation of shaper to changing the set of parameters of input traffic.

    статья, добавлен 27.12.2016

  • Computer security approach. Message authentication codes. Bilinear maps from elliptic curve pairings. Cryptographic hash functions. Method of session key generation. Secure authenticated encryption schemes. An efficient protocol in extended model.

    книга, добавлен 08.03.2014

  • Analysis of the specific features of automatic code generation for diagrams in the Dragon programming language. Computer’s training by creating an expert system as very different form of human learning. The algorithm of a trip by bus on Python 2.7.

    статья, добавлен 10.08.2018

  • Описания инженерных систем: вентиляция, холодоснабжение и пр. Уровни протокола LonTalk и основные функции. Интерфейсный Neuron-кристалл. Конфигурирование платы и шлюза. Функциональный алгоритм Kongraf. Оценка напряженности процесса эксплуатации комплекса.

    дипломная работа, добавлен 17.10.2017

  • The structure chart of identification using n-th order volterra model in frequency domain using interpolation method. Numerical values of identification accuracy. The simulink model of the test system with noise generator, osillosopes. Wavelet function.

    статья, добавлен 28.08.2016

  • Development of tools aimed at maximising the efficiency of the competition of Kaggle. Approbation of a new modified knn algorithm, which allows to obtain more accurate results for classification problems, to participants Of kaggle competitions.

    дипломная работа, добавлен 01.12.2019

  • The cognitive simulation of AstroDatabank records by using the artificial intelligence system with the neuron-net training and recognition. Structure of the analytical system. Studying the technology of simulation. Discussing the mostly important results.

    статья, добавлен 26.04.2017

  • Development of a new algorithm for registration of remote sensing images based on landmarks. Mathematical model of elementary and flat objects of the image based on contour analysis. An solution that allows you to analyze a specific image object.

    статья, добавлен 27.05.2021

  • The article analyzes the application of information technologies to the analysis of the stock market, namely to the study of the dynamics of the Ukrainian currency exchange rate, which will allow us to draw a conclusion about the market as a whole.

    статья, добавлен 25.11.2023

  • Program 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 26.06.2016

  • Изучение теории нечётких множеств ученого Лофти Заде. Нечёткие множества и функции принадлежности категорий возраста. Структура экспертных систем нечёткого вывода. Назначение и основные возможности пакета Fuzzy Logic Toolbox. Алгоритм работы с пакетом.

    презентация, добавлен 24.06.2013

  • Рассмотрение основных функций фаззи-регулятора, используемого для подъемно-транспортного механизма с маятниковой подвеской рабочего органа с грузом. Обзор структурной схемы, характеризующей движения маятника от источника силы с передаточным коэффициентом.

    курсовая работа, добавлен 18.02.2019

  • Developing, basing on prototype physic and mathematic models of auto-oscillations in natural excitable media, the program model of phenomena for 2D natural neuronal complexes, including electrical auto-wave propagation from the center of this structure.

    статья, добавлен 26.06.2016

  • The concept of image segmentation as one of the topics of computer vision. The features of the process of dividing the image into segments that contain pixels of similar color. The implementation of the algorithm based on Kruskal's algorithm in C++.

    статья, добавлен 23.02.2016

  • Анализ методики выбора оптимального метода нормализации при построении кластерной структуры объектов. Высокая размерность признакового пространства. Анализ модели системы кластеризации с использованием алгоритма нечеткой кластеризации fuzzy C-means.

    статья, добавлен 01.03.2017

  • Consideration of new forms of binary representations of Boolean functions. Analysis of single algebraic and non-inverting classic models of the Reed-Muller. Using technology "EDM - Extended Data Mining". Characteristics of main data mining algorithms.

    статья, добавлен 14.07.2016

  • The problem is to find the reliable sensor for detection of dangerous tilt angle. Task is to identify the sensor properties as sensitivity, zero shift and also uncertainty of measurement. Before using it is necessary to identify sensor properties.

    статья, добавлен 26.08.2020

  • Synthesis SIS model with a uniform two-dimensional spatial distribution of individuals who are in the evolution of such discrete time Markov. The simple square lattice. Computer simulations of a stochastic model for the non-immune disease spread.

    статья, добавлен 14.01.2017

  • Machine learning is a set of algorithms and tools that help machines understand hidden patterns in data and exploit the structure and substance of those hidden patterns. The history of the emergence of architectures of increased computing power.

    статья, добавлен 24.02.2024

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу и оценить ее, кликнув по соответствующей звездочке.