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7 781 (0,082s) •

Project

Analysis and modelling of complex network using the methods of statistical physics (OC09078)

The goal is to develop new and more efficient methods of analysis of large complex networks, especially in e-commerce, but also in biology. Related goal is to develop new models facilitating computer simulations of such networks...

BE - Teoretická fyzika

  • 2009 - 2012
    • •
  • 925 tis. Kč
    • •
  • 925 tis. Kč
    • •
  • MŠMT
Project

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

complexities of networks will be derived in dependence on input dimensions, types of units and network architectures. Properties of high-dimensional tasks which can be represented results describing capabilities and limita...

IN - Informatika

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

Model Complexity of Large Fuzzy Rule-Based Systems and Neural Networks (MEB040901)

Complexity analysis of the fuzzy and neural network systems, models and algorithms, the comparison of various approaches, the discovery of the connections and identities between fuzzy systems and kernel models, and possibilities of ...

IN - Informatika

  • 2009 - 2010
    • •
  • 92 tis. Kč
    • •
  • 92 tis. Kč
    • •
  • MŠMT
Project

Synchronization and decentralized control of complex networks (GA19-05872S)

the efficient synchronization and the decentralized control of complex networks, especially and synchronization properties using the so-called Laplacian, adaptive control of complex networks, including chaotic

Automation and control systems

  • 2019 - 2022
    • •
  • 4 869 tis. Kč
    • •
  • 3 975 tis. Kč
    • •
  • GA ČR
Project

Complexity of continuous models of neurocomputing (IAA2030602)

Complexity of neural networks will be characterized in mathematical terms functions. For networks with various types of units (e.g., perteptrons with various types of realand complex activation functions, radial-ba...

BA - Obecná matematika

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

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

networks have been solved the focus has shifted towards complexity problems. Practical results indicate that the time complexity of learning process-representing a non-linear optimization task in a high-dimensional net...

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 and flexible tools for learning from high-dimensional data. Estimates of model complexity of networks will be derived in terms of smoothness...

IN - Informatika

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

Complex Networks Methods Applied to Ancient Egypt Data in the Old Kingdom (2700-2180 BC) (GA16-07210S)

team is going to interface the methods of systematic data collecting and complex network analysis with punctuated equilibrium theory. A new method of complex network, will be generally applicable to complex

AC - Archeologie, antropologie, etnologie

  • 2016 - 2020
    • •
  • 4 951 tis. Kč
    • •
  • 4 951 tis. Kč
    • •
  • GA ČR
Project

Capabilities and limitations of shallow and deep networks (GA18-23827S)

of artificial neural networks, shallow and deep ones. Influence of depth of network architectures together with choice of types of computational units on model complexity on exploration of efficiency and robustness of lear...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2018 - 2021
    • •
  • 4 504 tis. Kč
    • •
  • 4 192 tis. Kč
    • •
  • GA ČR
Project

Interactions, information transfer and complex structures in the dynamics of changing climate (GCP103/11/J068)

Methods of complex networks and graph theory, tools from information theory and geomagnetic activity) will be evaluated within the complex network paradigm. New structures and clusters in climate networks ...

BB - Aplikovaná statistika, operační výzkum

  • 2011 - 2013
    • •
  • 6 903 tis. Kč
    • •
  • 6 903 tis. Kč
    • •
  • GA ČR
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