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Projekt

Advanced statistical and econometric techniques for modelling and forecasting of economic time series (GA402/05/2768)

forecasting and formulate them explicitly in terms of neural networks. The design and thresholds of the network is intended. After the neural network training has been performed, the resulting neural<...

AH - Ekonomie

  • 2005 - 2007
    • •
  • 580 tis. Kč
    • •
  • 580 tis. Kč
    • •
  • GA ČR
Projekt

A system for predicting the development of traffic flow dynamics based on a deep neural network (CK01000139)

dynamics based on machine learning, deep neural network. The result will be prediction available inputs, (including weight determination of specific inputs with at the level of analysis of meteorological models and their u...

Transport engineering

  • 2020 - 2023
    • •
  • 24 643 tis. Kč
    • •
  • 18 572 tis. Kč
    • •
  • TA ČR
Projekt

LEDNeCo Low Energy Deep Neurocomputing (GA25-15490S)

Modern artificial intelligence technologies based on deep neural networks (DNNs) such as GPT are computationally extremely demanding. In addition to consuming an enormous for identifying DNN components (e.g. weights, neuron...

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

  • 2025 - 2027
    • •
  • 10 840 tis. Kč
    • •
  • 9 913 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 and setting of the neural netwo...

BC - Teorie a systémy řízení

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

The Latest Intelligent Methodologies for Economic Time Series Modelling and Forecasting (GA402/08/0022)

neural networks. Then new modelling technique is proposed based on the extension of RBF neural networks by the cloud models. We will develop a novel time series modelling method based on granular RBF networks<...

AH - Ekonomie

  • 2008 - 2010
    • •
  • 866 tis. Kč
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  • 866 tis. Kč
    • •
  • GA ČR
Projekt

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
Projekt

Aproximation and learning of multivariable functions by neural networks (ME10023)

Research of approximation and learning from data of multivariable functions by neural networks and design of learning algorithms...

IN - Informatika

  • 2010 - 2012
    • •
  • 540 tis. Kč
    • •
  • 540 tis. Kč
    • •
  • MŠMT
Projekt

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
Projekt

Response surface and sensitivity analysis methods in stochastic computational mechanics (RESUS) (GA18-13212S)

and artificial neural networks within the framework of the project. Sensitivity analysis has, artificial neural networks ensemble-based parameter sensitivity analysis and sensitivity in substituting the initia...

Civil engineering

  • 2018 - 2020
    • •
  • 4 571 tis. Kč
    • •
  • 4 419 tis. Kč
    • •
  • GA ČR
Projekt

Deep relational learning (GA17-26999S)

Neural Networks which has already outperformed state of the art statistical of scalable weight and structure learning, interpretability of learned models bias and deep network architectures are models of the theor...

JD - Využití počítačů, robotika a její aplikace

  • 2017 - 2019
    • •
  • 5 125 tis. Kč
    • •
  • 4 369 tis. Kč
    • •
  • GA ČR
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