10 citations · 37 across the 5 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
eess.SP2019★ 10 cited
Neural Network Design for Energy-Autonomous AI Applications using Temporal Encoding
Sergey Mileiko, Thanasin Bunnam, Fei Xia +3
Neural Networks (NNs) are steering a new generation of artificial intelligence (AI) applications at the micro-edge. Examples include wireless sensors, wearables and cybernetic syst…
cs.LG2019★ 6 cited
Training DNN IoT Applications for Deployment On Analog NVM Crossbars
Fernando García-Redondo, Shidhartha Das, Glen Rosendale
A trend towards energy-efficiency, security and privacy has led to a recent focus on deploying DNNs on microcontrollers. However, limits on compute and memory resources restrict th…