no code implementations • 12 Jun 2020 • Arash Fouman Ajirlou, Inna Partin-Vaisband
A machine learning (ML) design framework is proposed for dynamically adjusting clock frequency based on propagation delay of individual instructions.
no code implementations • 17 Dec 2019 • Dmitry Utyamishev, Inna Partin-Vaisband
In each iteration, the additional layers are trained based on the intermediate pretrained model - a result of previous training iterations.
no code implementations • 9 Dec 2019 • Farid Kenarangi, Xuan Hu, Yihan Liu, Jean Anne C. Incorvia, Joseph S. Friedman, Inna Partin-Vaisband
Ambipolar carbon nanotube based field-effect transistors (AP-CNFETs) exhibit unique electrical characteristics, such as tri-state operation and bi-directionality, enabling systems with complex and reconfigurable computing.
no code implementations • 21 Oct 2019 • Farid Kenarangi, Inna Partin-Vaisband
Mixed-signal machine-learning classification has recently been demonstrated as an efficient alternative for classification with power expensive digital circuits.