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173 (0,139s) •

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 of multilayer perceptron networks in fault detection and isolationtask will be investigated. for the estimation of the multilayer<...

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)

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. Rel...

IN - Informatika

  • 2015 - 2017
    • •
  • 3 400 tis. Kč
    • •
  • 3 400 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

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 ...

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 time, a sp...

Energy and fuels

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

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
    • •
  • 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

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
    • •
  • 570 tis. Kč
    • •
  • 507 tis. Kč
    • •
  • GA ČR
Project

Study of structure of magnetic multilayers (GA202/97/1123)

Subject of the study are multilayer structures with magnetically active elements Co, Ni, Fe, rare metals Au, Ag, Cu, and dielectrics Pt, Pd. The multilayers destruction of the multilayer structure. Such effects cause large ...

BM - Fyzika pevných látek a magnetismus

  • 1997 - 1999
    • •
  • 1 278 tis. Kč
    • •
  • 1 198 tis. Kč
    • •
  • GA ČR
Project

Research and development of materials systems for multilayer films including PVDC layer and pilot production of this film by coextrusion technology. (FF-P2/128)

Research and development of materials systems for multilayer films including PVDC layer and pilot production of this film by coextrusion technology.......

CD - Makromolekulární chemie

  • 2003 - 2004
    • •
  • 3 877 tis. Kč
    • •
  • 1 687 tis. Kč
    • •
  • MPO
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