Power-of-Two Quantization for Low Bitwidth and Hardware Compliant Neural Networks

Dominika Przewlocka-Rus, Syed Shakib Sarwar, H. Ekin Sumbul +2

Deploying Deep Neural Networks in low-power embedded devices for real time-constrained applications requires optimization of memory and computational complexity of the networks, us…