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3 330 (0,06s) •

Project

Fast flow-field prediction using deep neural networks for solving fluid-structure interaction problems (GA21-31457S)

neural network. Deep neural networks are just starting to be popular for fast flow and implement a deep-neural-network architecture capable of predicting flow fields framework. ...

Applied mechanics

  • 2021 - 2023
    • •
  • 4 190 tis. Kč
    • •
  • 4 190 tis. Kč
    • •
  • GA ČR
Project

Inductive Biases of Deep Neural Networks in Computer Vision (GM24-10738M)

Deep Neural Network models have in the recent years dominated virtually all areas of Artificial Intelligence and Computer Vision. Despite the recent success, the models are easily confused by trivial samples not present in ...

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

  • 2024 - 2028
    • •
  • 23 101 tis. Kč
    • •
  • 23 101 tis. Kč
    • •
  • GA ČR
Project

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

The goal of the project is to obtain new knowledge in terms of mathematical results describing capabilities and limitations of two types of architectures of artificial neural networks, shallow and deep ones. Influence of de...

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

Neural networks realtime forecasting of variable baseline for the power equipment at HV, LV voltage levels (TK05020142)

in the provision of support services. In the solution, we will use innovative deep learning methods of neural networks with regularization (Deep Learning - DL & Deep Neural Networks - DN...

Energy and fuels

  • 2023 - 2025
    • •
  • 21 884 tis. Kč
    • •
  • 12 424 tis. Kč
    • •
  • TA ČR
Project

Prediction of sensory stability of beer by infrared spectroscopy and artificial intelligence (FW03010440)

and artificial intelligence through deep neural networks. The partial goal of the project is creation of a functional convolutional neural network, by self-supervised approach as a base for successive

Analytical chemistry

  • 2021 - 2024
    • •
  • 8 000 tis. Kč
    • •
  • 2 791 tis. Kč
    • •
  • TA ČR
Project

Deep Learning Methods in Speech Synthesis as a Source of Innovation in Language Learning (EG19_262/0020235)

The project deals with research and development of new methods of computer speech synthesis using deep learning methods for voice generation using neural networks. Speech synthesis based on these networks will allo...

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

  • 2020 - 2023
    • •
  • 12 118 tis. Kč
    • •
  • 0 tis. Kč
    • •
  • MPO
Project

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

The aim of the project is to create a SW module for predicting of traffic flow dynamics based on machine learning, deep neural network. The result will be prediction with at the level of analysis of meteorological models an...

Transport engineering

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

Linguistic Structure Representation in Neural Networks (GA18-02196S)

methods based on deep neural networks. These methods now dominate in most, or speech recognition. Neural networks solving these tasks very rarely use linguistic annotations. The aim of this project is to ...

Linguistics

  • 2018 - 2020
    • •
  • 2 989 tis. Kč
    • •
  • 2 577 tis. Kč
    • •
  • GA ČR
Project

24 Vision Software for quality control using machine vision using artificial intelligence and neural networks (EG21_374/0026717)

The subject of the project is research and development of a new comprehensive and sophisticated SW system of quality control control using visual scanning - 24 Vision, using modern technologies of artificial intelligence and neural netwo...

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

  • 2021 - 2023
    • •
  • 15 837 tis. Kč
    • •
  • 0 tis. Kč
    • •
  • MPO
Project

The use of artificial intelligence in the modernization of system elements diagnostics and optimization of system activities of the energy sector in order to increase the quality of its management (TK04020003)

. A deep neural network will be used as a diagnostic tool, affecting even the not very equipment. This neural network will be preceded by another neural network, specialized......

Energy and fuels

  • 2022 - 2023
    • •
  • 7 394 tis. Kč
    • •
  • 4 396 tis. Kč
    • •
  • TA ČR
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