Structure optimization of prior-knowledge-guided neural networks

Atwya, M. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2022) Structure optimization of prior-knowledge-guided neural networks. Neurocomputing, 491. pp. 464-488. ISSN 0925-2312

Abstract

Metadata

Item Type: Article
Authors/Creators:
Copyright, Publisher and Additional Information:

© 2022 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

Keywords: Prior-guided neural network; Machine learning; Constrained optimization; Structure optimization
Dates:
  • Published: 28 June 2022
  • Published (online): 8 March 2022
  • Accepted: 4 March 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Automatic Control and Systems Engineering (Sheffield)
Funding Information:
Funder
Grant number
Engineering and Physical Sciences Research Council
EP/P006566/1
Depositing User: Symplectic Sheffield
Date Deposited: 13 Jul 2022 13:23
Last Modified: 13 Jul 2022 13:23
Status: Published
Publisher: Elsevier BV
Refereed: Yes
Identification Number: 10.1016/j.neucom.2022.03.008
Open Archives Initiative ID (OAI ID):

Export

Statistics