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Self-organisation and its application to binding
KTH, Superseded Departments, Electronic Systems Design.ORCID iD: 0000-0003-0565-9376
1993 (English)In: The Sixth International Conference on VLSI Design, 1993. Proceedings, IEEE , 1993, 186-191 p.Conference paper (Refereed)
Abstract [en]

This paper presents Kohonen’s self-organisationalgorithm as an optimisation tool. Its application isillustrated by applying it to a high-level synthesis(HLS)problem - binding: the task of assigning operations to specijicinstances of functional units. It is a crucial problem,as it injluences the interconnect, wiring and register cost.This Self-Organising Binder (SOB) has a built-in hillclimbingmechanism, and being based on neural-networkit can be easily parallelised. We apply SOB to benchmarkexamples and show that the results are comparable to thebest reported in the field.

Place, publisher, year, edition, pages
IEEE , 1993. 186-191 p.
Keyword [en]
binding, high-level synthesis, optimisation, self-organisation, neural-networks
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
URN: urn:nbn:se:kth:diva-73066DOI: 10.1109/ICVD.1993.669675ISBN: 0-8186-3180-5OAI: diva2:488506
6th International Conference on VLSl Design - January 1993
QC 20120227Available from: 2012-02-27 Created: 2012-02-01 Last updated: 2012-02-27Bibliographically approved

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