2 papers
eess.SP2019
A Pulse Width Modulation based Power-elastic and Robust Mixed-signal Perceptron Design
Sergey Mileiko, Rishad Shafik, Alex Yakovlev +1
Neural networks are exerting burgeoning influence in emerging artificial intelligence applications at the micro-edge, such as sensing systems and image processing. As many of these…
eess.SP2019
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…