scaleTRIM is a truncation-based approximate integer multiplier using linearization and piecewise constant compensation that reports 15.2% better MRED and 22.8% better PDP than prior designs while maintaining usable accuracy in DNNs.
Leading one detectors and leading one position detectors - An evolutionary design methodology
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scaleTRIM: Scalable TRuncation-Based Integer Approximate Multiplier with Linearization and Compensation
scaleTRIM is a truncation-based approximate integer multiplier using linearization and piecewise constant compensation that reports 15.2% better MRED and 22.8% better PDP than prior designs while maintaining usable accuracy in DNNs.