7 citations · 7 across the 1 of their papers we have counts for
2 papers
cs.AR2019
A Survey of Machine Learning Applied to Computer Architecture Design
Drew D. Penney, Lizhong Chen
Machine learning has enabled significant benefits in diverse fields, but, with a few exceptions, has had limited impact on computer architecture. Recent work, however, has explored…
cs.AR2019★ 7 cited
Optimizing Routerless Network-on-Chip Designs: An Innovative Learning-Based Framework
Ting-Ru Lin, Drew Penney, Massoud Pedram +1
Machine learning applied to architecture design presents a promising opportunity with broad applications. Recent deep reinforcement learning (DRL) techniques, in particular, enable…