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20162026
most citedTensorDash: Exploiting Sparsity to Accelerate Deep Neural Network Training and Inference

80 citations · 142 across the 9 of their papers we have counts for

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cs.LG2016

Bit-pragmatic Deep Neural Network Computing

J. Albericio, P. Judd, A. Delmás +2

We quantify a source of ineffectual computations when processing the multiplications of the convolutional layers in Deep Neural Networks (DNNs) and propose Pragmatic (PRA), an arch…