CORDIS Project
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This project investigates the mathematical foundations of deep learning algorithms and their applications. It aims to enhance the understanding of neural networks' properties, particularly in relation to dynamical systems and physical simulations, while fostering collaboration among mathematicians and researchers.
The subject of this proposal is “mathematical aspects of deep learning algorithms and their applications”.
We will address several questions related to the mathematical foundations of neural networks and set up an interdisciplinary team to aidthe design of test problems and validate the research results obtained.
The impact of neural networks and deep learning in recent years has been profound and unprecedented.
But in the wake of the vast progress in this area, several questions and concerns h…
NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNU
Partner organizations (coordinator is shown above), with normalized type and CORDIS activity type. Guests see up to 4 partners.
Netherlands, Eindhoven
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
NATIONAL UNIVERSITY CORPORATION KOBE UNIVERSITY UKOBE
Japan, Kobe
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
United States, Atlanta
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
Canada, Burnaby
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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