Energy-Efficient Multiply-and-Accumulate using Silicon Photonics for Deep Neural Networks

We propose two optical hybrid matrix multipliers for deep neural networks. Our results indicate our all-optical design achieved the best performance in energy efficiency and latency, with an energy-delay product reduction of 33.1% and 76.4% for conservative and aggressive estimates, respectively.