79 citations · 383 across the 28 of their papers we have counts for
3 papers · 1 filter
Learning-based Application-Agnostic 3D NoC Design for Heterogeneous Manycore Systems
Biresh Kumar Joardar, Ryan Gary Kim, Janardhan Rao Doppa +3
The rising use of deep learning and other big-data algorithms has led to an increasing demand for hardware platforms that are computationally powerful, yet energy-efficient. Due to…
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…
Thread Progress Equalization: Dynamically Adaptive Power and Performance Optimization of Multi-threaded Applications
Yatish Turakhia, Guangshuo Liu, Siddharth Garg +1
Dynamically adaptive multi-core architectures have been proposed as an effective solution to optimize performance for peak power constrained processors. In processors, the micro-ar…