79 citations · 83 across the 2 of their papers we have counts for
3 papers
Inter-Tier Process Variation-Aware Monolithic 3D NoC Architectures
Shouvik Musavvir, Anwesha Chatterjee, Ryan Gary Kim +2
Monolithic 3D (M3D) technology enables high density integration, performance, and energy-efficiency by sequentially stacking tiers on top of each other. M3D-based network-on-chip (…
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems
Wonje Choi, Karthi Duraisamy, Ryan Gary Kim +4
Convolutional Neural Networks (CNNs) have shown a great deal of success in diverse application domains including computer vision, speech recognition, and natural language processin…
Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis
Ryan Gary Kim, Janardhan Rao Doppa, Partha Pratim Pande +2
Tight collaboration between experts of machine learning and manycore system design is necessary to create a data-driven manycore design framework that integrates both learning and…