Automated Precision Analysis: A Polynomial Algebraic Approach

@article{Boland2010AutomatedPA,
  title={Automated Precision Analysis: A Polynomial Algebraic Approach},
  author={David Boland and George A. Constantinides},
  journal={2010 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines},
  year={2010},
  pages={157-164}
}
When migrating an algorithm onto hardware, the potential saving that can be obtained by tuning the precision used in the algorithm to meet a range or error specification is often overlooked; the major reason is that it is hard to choose a number system which can guarantee any such specification can be met. Instead, the problem is mitigated by opting to use IEEE standard single or double precision so as to be ‘no worse’ than a software implementation. However, the flexibility in the number… CONTINUE READING

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