RangeGuard: Efficient, Bounded Approximate Error Correction for Reliable DNNs

Hanum Ko, Sangheum Yeon, Jong Hwan Ko +1

As DRAM scales in density and adopts 3D integration, raw fault rates increase and multi-bit errors are no longer rare. Such errors can severely impact Deep Neural Networks (DNNs):…