96 citations · 189 across the 8 of their papers we have counts for
3 papers · 1 filter
RAPDARTS: Resource-Aware Progressive Differentiable Architecture Search
Sam Green, Craig M. Vineyard, Ryan Helinski +1
Early neural network architectures were designed by so-called "grad student descent". Since then, the field of Neural Architecture Search (NAS) has developed with the goal of algor…
Composing Neural Algorithms with Fugu
James B Aimone, William Severa, Craig M Vineyard
Neuromorphic hardware architectures represent a growing family of potential post-Moore's Law Era platforms. Largely due to event-driving processing inspired by the human brain, the…
Distillation Strategies for Proximal Policy Optimization
Sam Green, Craig M. Vineyard, Çetin Kaya Koç
Vision-based deep reinforcement learning (RL) typically obtains performance benefit by using high capacity and relatively large convolutional neural networks (CNN). However, a larg…