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Self-organizing Kohonen maps for FPGA placement

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Field-Programmable Gate Arrays: Architecture and Tools for Rapid Prototyping (FPL 1992)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 705))

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Abstract

In this paper we present a novel placement algorithm for FPGAs. This algorithm is based upon the self-organizing map used in unsupervised learning algorithms for artificial neural networks performing pattern classification. The self-organizing map is used to map the connectivity of the design to a two dimensional regular mesh topology. This is followed by simple compaction to minimize wire costs.

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References

  1. Kohonen,T.: The Self Organizing Map. Proceedings of the IEEE. Vol. 78 No. 9 (1990) pp.1464–1480.

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Herbert Grünbacher Reiner W. Hartenstein

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© 1993 Springer-Verlag Berlin Heidelberg

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Blight, D.C., McLeod, R.D. (1993). Self-organizing Kohonen maps for FPGA placement. In: Grünbacher, H., Hartenstein, R.W. (eds) Field-Programmable Gate Arrays: Architecture and Tools for Rapid Prototyping. FPL 1992. Lecture Notes in Computer Science, vol 705. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-57091-8_33

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  • DOI: https://doi.org/10.1007/3-540-57091-8_33

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-57091-2

  • Online ISBN: 978-3-540-47902-4

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