40 citations · 42 across the 3 of their papers we have counts for
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cs.AR2021
Direct Spatial Implementation of Sparse Matrix Multipliers for Reservoir Computing
Matthew Denton, Herman Schmit
Reservoir computing systems rely on the recurrent multiplication of a very large, sparse, fixed matrix. We argue that direct spatial implementation of these fixed matrices minimize…
cs.AR2020★ 40 cited
Enabling Compute-Communication Overlap in Distributed Deep Learning Training Platforms
Saeed Rashidi, Matthew Denton, Srinivas Sridharan +4
Deep Learning (DL) training platforms are built by interconnecting multiple DL accelerators (e.g., GPU/TPU) via fast, customized interconnects with 100s of gigabytes (GBs) of bandw…