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9 255 (0,108s) •

Project

Neuroinformatics computational theory of neural networks (IAB2030007)

and generalization capabilities of neural networks will be a further major research area of neural networks. One of its main objectives is to analyze the computational aspects of practically important

BD - Teorie informace

  • 2000 - 2002
    • •
  • 1 381 tis. Kč
    • •
  • 876 tis. Kč
    • •
  • AV ČR
Project

Generative Relational Models (GJ20-19104Y)

of the is further development of lifted relational neural networks for generative modelling. of the framework of neural Markov logic networks that we propose in order to combine with the representation le...

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

  • 2020 - 2023
    • •
  • 7 082 tis. Kč
    • •
  • 7 082 tis. Kč
    • •
  • GA ČR
Project

Nonlinear approximation with variable basis and neural networks (GA201/02/0428)

functions by neural networks, and to achieve constructive theoretical results that can be applied to the concrete design of neural networks. Approximation by neural networks will be studied in a ...

BA - Obecná matematika

  • 2002 - 2004
    • •
  • 1 935 tis. Kč
    • •
  • 825 tis. Kč
    • •
  • GA ČR
Project

The role of typicality in visual scene recognition A comparison between neural networks and human memories (GF24-11506K)

using deep neural network models. In order to target scenes with specific features and distinctiveness characteristics with unprecedented precision, we will additionally generate synthetic, realistic-looking scenes using <...

Psychology (including human - machine relations)

  • 2024 - 2027
    • •
  • 4 238 tis. Kč
    • •
  • 4 238 tis. Kč
    • •
  • GA ČR
Project

Identification and Prevention of Unwanted Gender Bias in Neural Language Models (GA23-06912S)

Recent years saw a remarkable success of deep neural networks in a wide range). Large neural networks exhibit black-box behavior. We can observe only the inputs, a widely used neural network in NL...

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

  • 2023 - 2024
    • •
  • 1 721 tis. Kč
    • •
  • 1 721 tis. Kč
    • •
  • GA ČR
Project

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

learning and neurocomputing. To describe properties which make neural networks will be formulated in terms of complexity of neural networks and learning. Taking advantage of of high-dimensional mappings, learning ...

IN - Informatika

  • 2005 - 2007
    • •
  • 1 260 tis. Kč
    • •
  • 1 260 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 and setting of the neural netwo...

BC - Teorie a systémy řízení

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

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
Project

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

results describing capabilities and limitations of multilayer networks. Relationships between networks with various types of computational units (perceptrons, radial complexities of networks will be derived in dependence o...

IN - Informatika

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

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
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