SAPPI-1 and SAPPI-2 are serial IMPLY approximate full adders that save 39 to 41 percent steps and 39 to 42 percent energy versus exact addition while preserving image and MNIST accuracy for partial approximation.
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IMPLY-based Approximate Full Adders for Efficient Arithmetic Operations in Image Processing and Machine Learning
SAPPI-1 and SAPPI-2 are serial IMPLY approximate full adders that save 39 to 41 percent steps and 39 to 42 percent energy versus exact addition while preserving image and MNIST accuracy for partial approximation.