activity
20172023
most citedOn-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems

79 citations · 103 across the 6 of their papers we have counts for

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cs.LG2023

MOELA: A Multi-Objective Evolutionary/Learning Design Space Exploration Framework for 3D Heterogeneous Manycore Platforms

Sirui Qi, Yingheng Li, Sudeep Pasricha +1

To enable emerging applications such as deep machine learning and graph processing, 3D network-on-chip (NoC) enabled heterogeneous manycore platforms that can integrate many proces…

cs.LG2017

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…