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The Energy and Entropy of VLSI Computations

Published: 18 March 1996 Publication History

Abstract

We introduce the concept of energy index, a measure which can be used to estimate the power dissipation of a standard implementation of the high-level specification for an asynchronous circuit. This energy index is related to information-theoretic entropy measures. It is shown how these measures can be used to design low-power circuits.

References

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David L. Dill. Trace theory for automatic hierarchical verification of speed-independent circuits. In Jonathan Allen and F. Thomson Leighton, editors, Advanced Research in VLSI: Proceedings of the Fifth MIT Conference, pages 51-65. MIT Press, 1988.
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C. A. R. Hoare. Communicating sequential processes. Communications of the ACM, 21(8):666- 677, August 1978.
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D. A. Huffman. A method for the construction of minimum redundancy codes. In Proc. IRE, volume 40, pages 1098-1101, 1952.
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Rajit Manohar. The entropy of traces in parallel computation. Submitted, IEEE Transactions on Information Theory.
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Alain J. Martin, Steven M. Burns, T. K. Lee, Drazen Borkovic, and Pieter J. Hazewindus. The first asynchronous microprocessor: the test results. Computer Architecture News, 17(4):95-110, June 1989.
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Farid Najm. Towards a high-level power estimation capability. In Proceedings 1995 Symposium on Low Power Design, pages 87-92. Association for Computing Machinery, April 1995.
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Lars Skovby Nielsen and Jens Sparsø. Low-power operation using self-timed and adaptive scaling of the supply voltage. In 1994 International Workshop on Low Power, Napa, Calafornia, April 1994.
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C. Shannon. A mathematical theory of communication. In Bell Systems Tech. J., volume 27, pages 379-423, 1948.
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José A. Tierno. An Energy Complexity Model for VLSI Computations. PhD thesis, California Institute of Technology, 1995.
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Kees van Berkel, Ronan Burgess, Joep Kessels, Ad Peters, Marly Roncken, and Frits Schalij. A fully-asynchronous low-power error corrector for the DCC player. In International Solid State Circuits Conference, pages 88-89, February 1994.
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Jan L. A. van de Snepscheut. Trace Theory and VLSI Design, volume 200 of Lecture Notes in Computer Science. Springer-Verlag, 1985.

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      Published In

      cover image Guide Proceedings
      ASYNC '96: Proceedings of the 2nd International Symposium on Advanced Research in Asynchronous Circuits and Systems
      March 1996
      ISBN:0818672986

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      IEEE Computer Society

      United States

      Publication History

      Published: 18 March 1996

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      • (2007)The design of high-performance dynamic asynchronous pipelinesIEEE Transactions on Very Large Scale Integration (VLSI) Systems10.1109/TVLSI.2007.90220615:11(1270-1283)Online publication date: 1-Nov-2007
      • (2004)An ultra low-power processor for sensor networksACM SIGOPS Operating Systems Review10.1145/1037949.102439738:5(27-36)Online publication date: 7-Oct-2004
      • (2004)An ultra low-power processor for sensor networksACM SIGARCH Computer Architecture News10.1145/1037947.102439732:5(27-36)Online publication date: 7-Oct-2004
      • (2004)An ultra low-power processor for sensor networksACM SIGPLAN Notices10.1145/1037187.102439739:11(27-36)Online publication date: 7-Oct-2004
      • (2004)An ultra low-power processor for sensor networksProceedings of the 11th international conference on Architectural support for programming languages and operating systems10.1145/1024393.1024397(27-36)Online publication date: 7-Oct-2004

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