2022 IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS)

Reinforcement Learning based Efficient Mapping of DNN Models onto Accelerators

Pub Date : 2022-04-20 DOI: 10.1109/coolchips54332.2022.9772673 Shine Parekkadan Sunny, Satyajit Das

Encoder-based Many-Pattern Matching on FPGAs

Pub Date : 2022-04-20 DOI: 10.1109/coolchips54332.2022.9772671 H. Vu, Ngoc-Dai Bui

A 1036 TOp/s/W, 12.2 mW, 2.72 μJ/Inference All Digital TNN Accelerator in 22 nm FDX Technology for TinyML Applications

Pub Date : 2022-04-20 DOI: 10.1109/coolchips54332.2022.9772668 Moritz Scherer, Alfio Di Mauro, Georg Rutishauser, Tim Fischer, L. Benini