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Highly Efficient Structure of 64-Bit Exponential Function Implemented in FPGAs

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Reconfigurable Computing: Architectures, Tools and Applications (ARC 2008)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4943))

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Abstract

This paper presents implementation of the double precision exponential function. A novel table-based architecture, together with short Taylor expansion, provides low latency (30 clock cycles) which is comparable to 32-bit implementations. Low area consumption of a single exp() module (roughtly 4% of XC4LX200) allows implementation of several parallel modules on a single FPGAs. The exp() function was implemented on the SGI RASC platform, thus external memory interface limitation allowed only a twin module parallelism. Each module is capable of processing at speed of 200 MHz with max. error of 1 ulp, RMSE equals 0,62. This implementation aims primarily to meet quantum chemistry’s huge and strict requirements of precision and speed.

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References

  1. Doss, C.C., Riley Jr., R.L.: FPGA-Based Implementation of a Robust IEEE-754 Exponential Unit. In: 12th Annual IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM 2004), pp. 229–238 (2004)

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Roger Woods Katherine Compton Christos Bouganis Pedro C. Diniz

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© 2008 Springer-Verlag Berlin Heidelberg

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Wielgosz, M., Jamro, E., Wiatr, K. (2008). Highly Efficient Structure of 64-Bit Exponential Function Implemented in FPGAs. In: Woods, R., Compton, K., Bouganis, C., Diniz, P.C. (eds) Reconfigurable Computing: Architectures, Tools and Applications. ARC 2008. Lecture Notes in Computer Science, vol 4943. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78610-8_28

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  • DOI: https://doi.org/10.1007/978-3-540-78610-8_28

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-78609-2

  • Online ISBN: 978-3-540-78610-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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