15 citations · 24 across the 9 of their papers we have counts for
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cs.LG2021★ 3 cited
MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference
Jackson Farley, Andreas Gerstlauer
A rising research challenge is running costly machine learning (ML) networks locally on resource-constrained edge devices. ML networks with large convolutional layers can easily ex…
cs.AR2021
Virtual-Link: A Scalable Multi-Producer, Multi-Consumer Message Queue Architecture for Cross-Core Communication
Qinzhe Wu, Jonathan Beard, Ashen Ekanayake +2
Cross-core communication is increasingly a bottleneck as the number of processing elements increase per system-on-chip. Typical hardware solutions to cross-core communication are o…