Imperial College London

ProfessorWayneLuk

Faculty of EngineeringDepartment of Computing

Professor of Computer Engineering
 
 
 
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Contact

 

+44 (0)20 7594 8313w.luk Website

 
 
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Location

 

434Huxley BuildingSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@inproceedings{Kurek:2016:10.1109/FCCM.2016.29,
author = {Kurek, M and Deisenroth, MP and Luk, W and Todman, T},
doi = {10.1109/FCCM.2016.29},
publisher = {IEEE},
title = {Knowledge Transfer in Automatic Optimisation of Reconfigurable Designs},
url = {http://dx.doi.org/10.1109/FCCM.2016.29},
year = {2016}
}

RIS format (EndNote, RefMan)

TY  - CPAPER
AB - This paper presents a novel approach for automatic optimisation of reconfigurable design parameters based on knowledge transfer. The key idea is to make use of insights derived from optimising related designs to benefit future optimisations. We show how to use designs targeting one device to speed up optimisation of another device. The proposed approach is evaluated based on various applications including computational finance and seismic imaging. It is capable of achieving up to 35% reduction in optimisation time in producing designs with similar performance, compared to alternative optimisation methods.
AU - Kurek,M
AU - Deisenroth,MP
AU - Luk,W
AU - Todman,T
DO - 10.1109/FCCM.2016.29
PB - IEEE
PY - 2016///
TI - Knowledge Transfer in Automatic Optimisation of Reconfigurable Designs
UR - http://dx.doi.org/10.1109/FCCM.2016.29
UR - http://hdl.handle.net/10044/1/30597
ER -