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9 (0,055s) •

Projekt

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 of multilayer perceptron networks in fault detection and isolationtask will be investigated.......

BB - Aplikovaná statistika, operační výzkum

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

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

The goal of the project is to contribute to theoretical understanding which properties make networks with perceptron and kernel computational units efficient and flexible tools for learning from high-dimensional data. Estimates of model comp...

IN - Informatika

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

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

The project will contribute to development of theoretical foundations of neurocomputing. The goal of the research is to obtain new knowledge in terms of mathematical results describing capabilities and limitations of multilayer networks. Relationship...

IN - Informatika

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

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

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

Pure mathematics

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

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 type of the network contains nonlinear...

BC - Teorie a systémy řízení

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

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 time, a sp...

Energy and fuels

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

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

, multilayer perceptrons) and its utilization in deriving of new learning algorithms...

BA - Obecná matematika

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

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
Projekt

From perceptron to perception psychoacoustically motivated audio reconstruction using learned components (GA23-07294S)

State-of-the-art methods for the reconstruction of degraded audio signals are successful at their performance. However, they still suffer from perceptually unpleasant or annoying artifacts coming from the reconstruction process. Only a few recent app...

Telecommunications

  • 2023 - 2025
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  • 6 304 tis. Kč
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  • 5 513 tis. Kč
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  • GA ČR
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