Optimal Brain Surgeon on Artificial Neural Networks in

Niels Hørbye Christiansen, Jonas Hultmann Job, Katrine Klyver, Jan Becker Høgsberg

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Abstract

It is shown how the procedure know as optimal brain surgeon can be used to trim and optimize artificial neural networks in nonlinear structural dynamics. Beside optimizing the neural network, and thereby minimizing computational cost in simulation, the surgery procedure can also serve as a quick
input parameter study based on one simulation only.
Original languageEnglish
Title of host publicationProceedings of the 25th Nordic Seminar on Computational Mechanics
Number of pages4
Publication date2012
Publication statusPublished - 2012
EventNSCM25: 25th Nordic Seminar on Computational Mechanics - University of Lund, Lund, Sweden
Duration: 25 Oct 201226 Oct 2012

Conference

ConferenceNSCM25
LocationUniversity of Lund
CountrySweden
CityLund
Period25/10/201226/10/2012

Keywords

  • Nonlinear structural dynamics
  • Artificial neural networks
  • Optimal brain surgeon

Cite this

Christiansen, N. H., Job, J. H., Klyver, K., & Høgsberg, J. B. (2012). Optimal Brain Surgeon on Artificial Neural Networks in. In Proceedings of the 25th Nordic Seminar on Computational Mechanics
Christiansen, Niels Hørbye ; Job, Jonas Hultmann ; Klyver, Katrine ; Høgsberg, Jan Becker. / Optimal Brain Surgeon on Artificial Neural Networks in. Proceedings of the 25th Nordic Seminar on Computational Mechanics. 2012.
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Christiansen, NH, Job, JH, Klyver, K & Høgsberg, JB 2012, Optimal Brain Surgeon on Artificial Neural Networks in. in Proceedings of the 25th Nordic Seminar on Computational Mechanics. NSCM25, Lund, Sweden, 25/10/2012.

Optimal Brain Surgeon on Artificial Neural Networks in. / Christiansen, Niels Hørbye; Job, Jonas Hultmann; Klyver, Katrine; Høgsberg, Jan Becker.

Proceedings of the 25th Nordic Seminar on Computational Mechanics. 2012.

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Christiansen NH, Job JH, Klyver K, Høgsberg JB. Optimal Brain Surgeon on Artificial Neural Networks in. In Proceedings of the 25th Nordic Seminar on Computational Mechanics. 2012