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Projekt

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

properties make networks with perceptron and kernel computational units efficient and flexible tools for learning from high-dimensional data. Estimates of model complexity, their dimension and type of an activation function or a

IN - Informatika

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

Uncertainty estimates for integral transformations in geodesy (GA21-13713S)

This project is focused on formulating integral estimators and studying parameters. Propagation of observation errors will be applied to integral estimators integral kernel functions. This approach will allow for propagatio...

Physical geography

  • 2021 - 2024
  • 7 621 tis. Kč
  • 7 621 tis. Kč
  • GA ČR
Projekt

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

, and kernel), various parameters of these units will be described. Estimates of model...

IN - Informatika

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

Functional data analysis and related topics (GA15-06991S)

information from these data. Such methods are e.g. kernel methods in regression models...

BA - Obecná matematika

  • 2015 - 2017
  • 7 762 tis. Kč
  • 7 762 tis. Kč
  • GA ČR
Projekt

Reproducing kernels in complex analysis (GA25-18042S)

The aim of the proposed project is research in the following areas: 1. generalizations of Bergman spaces and their reproducing kernels; 2. asymptotic expansions of reproducing kernels and associated Berezin transforms; 3. special fu...

Pure mathematics

  • 2025 - 2027
  • 4 892 tis. Kč
  • 4 892 tis. Kč
  • GA ČR
Projekt

Function theory and operator theory in Bergman spaces and their applications II (GA16-25995S)

The aim of the proposed project is research in the following areas: 1. asymptotic expansions of Bergman kernels and their applications; 2. harmonic, M-harmonic and other generalizations of Bergman spaces and their reproducing kernels

BA - Obecná matematika

  • 2016 - 2018
  • 924 tis. Kč
  • 924 tis. Kč
  • GA ČR
Projekt

Approximation and learning of multivariable functions by neural networks and kernel methods (GA201/05/0557)

and kernel models efficient and flexible tools for learning reasonable approximations will be investigated as a regularized optimization problem in reproducing kernel Hilbert spaces to various neurocomputing and kernel com...

IN - Informatika

  • 2005 - 2007
  • 1 260 tis. Kč
  • 1 260 tis. Kč
  • GA ČR
Projekt

Cryptographic kernel of IP cryptographic device for gigabite networks. (ST20072007004)

Proposal, implementation and operative realization of the cryptographic kernel for high speed ciphering of IP communication packets....

JD - Využití počítačů, robotika a její aplikace

  • 2007 - 2007
  • 960 tis. Kč
  • 960 tis. Kč
  • NBÚ
Projekt

Complexity of continuous models of neurocomputing (IAA2030602)

Complexity of neural networks will be characterized in mathematical terms of estimates of rates of convergence in approximation of continuous and measurable functions. For networks with various types of units (e.g., perteptrons with various ...

BA - Obecná matematika

  • 1996 - 1998
  • 1 037 tis. Kč
  • 464 tis. Kč
  • AV ČR
Projekt

Pilot extensible assistance framework for control and information systems development (GA102/01/0803)

The goal of the project is to create an extensible development kernel - framework - dedicated to support the development of control and information systems. Consequently to elaborate, describe and give over a methodology of extending the

JC - Počítačový hardware a software

  • 2001 - 2003
  • 1 842 tis. Kč
  • 1 062 tis. Kč
  • GA ČR
  • 1 - 10 z 1 580