Projects funded by the NCN


Information on the principal investigator and host institution

Information of the project and the call

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Boosting Neural Network Efficiency by Examining Early Training Patterns

2025/57/N/ST6/04382

Keywords:

optimization efficient neural networks training early stage of model fitting progressive sharpness grokking emerging subnetworks circuits

Descriptors:

  • ST6_11:
  • ST6_07:
  • ST1_15:

Panel:

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

Host institution :

Uniwersytet Jagielloński

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Mateusz Piotr Pyla 

Number of co-investigators in the project: 2

Call: PRELUDIUM 24 - announced on 2025-03-17

Amount awarded: 139 934 PLN

Project start date (Y-m-d): 2026-02-16

Project end date (Y-m-d): 2028-02-15

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

Project status: Pending project

Project description

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