Approximate Multiplier Induced Error Propagation in Deep Neural Networks

A. M. H. H. Alahakoon, Hassaan Saadat, Darshana Jayasinghe +1

Deep Neural Networks (DNNs) rely heavily on dense arithmetic operations, motivating the use of Approximate Multipliers (AxMs) to reduce energy consumption in hardware accelerators.…