10 citations · 22 across the 27 of their papers we have counts for
3 papers · 1 filter
Self-timed Reinforcement Learning using Tsetlin Machine
Adrian Wheeldon, Alex Yakovlev, Rishad Shafik
We present a hardware design for the learning datapath of the Tsetlin machine algorithm, along with a latency analysis of the inference datapath. In order to generate a low energy…
QoS-Aware Power Minimization of Distributed Many-Core Servers using Transfer Q-Learning
Dainius Jenkus, Fei Xia, Rishad Shafik +1
Web servers scaled across distributed systems necessitate complex runtime controls for providing quality of service (QoS) guarantees as well as minimizing the energy costs under dy…
Low-Power Audio Keyword Spotting using Tsetlin Machines
Jie Lei, Tousif Rahman, Rishad Shafik +5
The emergence of Artificial Intelligence (AI) driven Keyword Spotting (KWS) technologies has revolutionized human to machine interaction. Yet, the challenge of end-to-end energy ef…