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2 750 (0,127s) •

Project

Parameter estimation and structure optimization of multilayer perceptron networks in nonlinear system identification (GP102/06/P202)

functions arbitrary well. Most considerable are multilayer perceptron networks. Application of these networks contains nonlinear parameterestimation problem related of multilayer perceptron n...

BB - Aplikovaná statistika, operační výzkum

  • 2006 - 2008
    • •
  • 1 178 tis. Kč
    • •
  • 1 178 tis. Kč
    • •
  • GA ČR
Project

Model complexity of neural, radial, and kernel networks (GA15-18108S)

results describing capabilities and limitations of multilayer networks. Relationships between networks with various types of computational units (perceptrons, radial complexities of networks will be deriv...

IN - Informatika

  • 2015 - 2017
    • •
  • 3 400 tis. Kč
    • •
  • 3 400 tis. Kč
    • •
  • GA ČR
Project

Nonlinear system identification by neural networks and its utilization in design of adaptive control and change detection (GP102/08/P080)

Project is focused on identification of nonlinear systems by neural networks. A Multilayer perceptron network represents one of the most significant groups of the neural networks. An application of this ty...

BC - Teorie a systémy řízení

  • 2008 - 2010
    • •
  • 1 526 tis. Kč
    • •
  • 1 526 tis. Kč
    • •
  • GA ČR
Project

Optimal reconfiguration of radial electric network (TK01020070)

The aim of the project is to develop a software tool for optimal radial connection of the high voltage distribution network from the point of view of its economy while respecting the given operational limitations. To reduce the calculation t...

Energy and fuels

  • 2018 - 2020
    • •
  • 11 204 tis. Kč
    • •
  • 6 690 tis. Kč
    • •
  • TA ČR
Project

Parameter spaces and learning complexity of neural networks (GA201/99/P057)

, multilayer perceptrons) and its utilization in deriving of new learning algorithms networks have been solved the focus has shifted towards complexity problems. Practical-linear optimization task in a high-dimensional ...

BA - Obecná matematika

  • 1999 - 2001
    • •
  • 570 tis. Kč
    • •
  • 507 tis. Kč
    • •
  • GA ČR
Project

Complexity of perceptron and kernel networks (GA201/08/1744)

properties make networks with perceptron and kernel computational units efficient of networks will be derived in terms of smoothness and oscillatory properties of data to perceptrons and kernels. Relationships of ...

IN - Informatika

  • 2008 - 2010
    • •
  • 1 410 tis. Kč
    • •
  • 1 410 tis. Kč
    • •
  • GA ČR
Project

Applications of nonlinear time series analysis methods for study of spatial relations between climatic variables (GP205/06/P181)

The intention of the proposed project is to assess the possibilities of application of nonlinear time series analysis methods for constructing mappings between different variables of the climate system. Several nonlinear techniques will be examined (...

DG - Vědy o atmosféře, meteorologie

  • 2006 - 2008
    • •
  • 597 tis. Kč
    • •
  • 597 tis. Kč
    • •
  • GA ČR
Project

Geometric methods in statistical learning theory and applications (GC18-01953J)

models, hidden Markov models, Boltzmann machine, multilayer perceptrons...

Pure mathematics

  • 2018 - 2023
    • •
  • 1 389 tis. Kč
    • •
  • 1 101 tis. Kč
    • •
  • GA ČR
Project

Approximation Capabilities of Multilayer Neural Networks (IA23057)

BD - Teorie informace

  • 1992 - 1994
    • •
  • 0 tis. Kč
    • •
  • 0 tis. Kč
    • •
  • AV ČR
Project

Implementation of multilayer neural network in the educational process (TD020397)

The main aim of the project is the creation of specialized software in the form of neural network applicable to management learning....

IN - Informatika

  • 2014 - 2015
    • •
  • 2 988 tis. Kč
    • •
  • 2 390 tis. Kč
    • •
  • TA ČR
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