701 citations · 794 across the 17 of their papers we have counts for
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cs.DC2017★ 5 cited
SparCE: Sparsity aware General Purpose Core Extensions to Accelerate Deep Neural Networks
Sanchari Sen, Shubham Jain, Swagath Venkataramani +1
Deep Neural Networks (DNNs) have emerged as the method of choice for solving a wide range of machine learning tasks. The enormous computational demands posed by DNNs have most comm…
cs.NE2017★ 5 cited
DyVEDeep: Dynamic Variable Effort Deep Neural Networks
Sanjay Ganapathy, Swagath Venkataramani, Balaraman Ravindran +1
Deep Neural Networks (DNNs) have advanced the state-of-the-art in a variety of machine learning tasks and are deployed in increasing numbers of products and services. However, the…