Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

Delete all

Acceleration and compression of deep neural networks using low-rank approximation methods

2023/49/N/ST6/02697

Keywords:

neural network compression dimensionality reduction low-rank approximation matrix factorization tensor factorization

Descriptors:

  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST6_12: Scientific computing, simulation and modelling tools

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Wrocławska

woj. dolnośląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Mateusz Gabor 

Number of co-investigators in the project: 2

Call: PRELUDIUM 22 - announced on 2023-03-16

Amount awarded: 89 694 PLN

Project start date (Y-m-d): 2024-01-29

Project end date (Y-m-d): 2026-01-28

Project duration:: 24 months (the same as in the proposal)

Project status: Pending project

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.