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Communications of the ACM

Research Archive


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The Research archive provides access to all Research articles published in past issues of Communications of the ACM.

January 2015


From Communications of the ACM

Technical Perspective: Big Data Needs Approximate Computing

"Neural Acceleration for General-Purpose Approximate Programs" demonstrates the significant advantages in cost, power, and latency through approximate computing.


From Communications of the ACM

Neural Acceleration for General-Purpose Approximate Programs

Neural Acceleration for General-Purpose Approximate Programs

This paper describes a new approach that uses machine learning-based transformations to accelerate approximation-tolerant programs.