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Showing 1 to 4 of 4 for “"stochastic processors"”.

  1. Programmable stochastic processors

    … approaches for reducing power in microprocessors are being exhausted, extreme power challenges call for unconventional approaches to power reduction. Recent research has shown substantial promise for application-specific stochastic computing, i.e., computing that exploits application …

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  2. A numerical optimization-based methodology for application robustification: transforming applications for error tolerance

    … problems, which can then be solved reliably via stochastic optimization. We evaluate the potential robustness and energy benefits of the proposed approach using an FPGA-based framework that emulates timing errors in the floating point unit (FPU) of a Leon3 processor. We show that stochastic

    uiuc Repository record for A numerical optimization-based methodology for application robustification: transforming applications for error tolerance (opens in a new tab)

  3. Algorithmic approaches to enhancing and exploiting application-level error tolerance

    … technologies in sight appear to have largely stochastic characteristics, hardware reliability has become a first-order design concern. To make matters worse, emerging computing systems are becoming increasingly power constrained. Traditional hardware/software approaches are likely to be …

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