Table-Lookup MAC: Scalable Processing of Quantised Neural Networks in FPGA Soft Logic

Daniel Gerlinghoff, Benjamin Chen Ming Choong, Rick Siow Mong Goh +2

Recent advancements in neural network quantisation have yielded remarkable outcomes, with three-bit networks reaching state-of-the-art full-precision accuracy in complex tasks. The…