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Conference paper

Optimal Brain Surgeon on Artificial Neural Networks in

In Proceedings of the 25th Nordic Seminar on Computational Mechanics — 2012

By Christiansen, Niels Hørbye1; Job, Jonas Hultmann2; Klyver, Katrine3; Høgsberg, Jan Becker1,4

From

Department of Mechanical Engineering, Technical University of Denmark1

Ramboll Foundation2

NKT Flexibles3

Solid Mechanics, Department of Mechanical Engineering, Technical University of Denmark4

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.

Language: English
Year: 2012
Proceedings: NSCM25
Types: Conference paper
ORCIDs: Høgsberg, Jan Becker
Keywords

Artificial neural networks Nonlinear structural dynamics Optimal brain surgeon

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