10 citations · 10 across the 7 of their papers we have counts for
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cs.PF2019
TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs
Ali Mirzaeian, Houman Homayoun, Avesta Sasan
In this paper, we first propose the design of Temporal-Carry-deferring MAC (TCD-MAC) and illustrate how our proposed solution can gain significant energy and performance benefit wh…
cs.LG2019★ 10 cited
NESTA: Hamming Weight Compression-Based Neural Proc. Engine
Ali Mirzaeian, Houman Homayoun, Avesta Sasan
In this paper, we present NESTA, a specialized Neural engine that significantly accelerates the computation of convolution layers in a deep convolutional neural network, while redu…