36 citations · 52 across the 13 of their papers we have counts for
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cs.LG2019
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Network
Reza Yazdani, Olatunji Ruwase, Minjia Zhang +3
The effectiveness of Recurrent Neural Networks (RNNs) for tasks such as Automatic Speech Recognition has fostered interest in RNN inference acceleration. Due to the recurrent natur…
cs.LG2019
(Pen-) Ultimate DNN Pruning
Marc Riera, Jose-Maria Arnau, Antonio Gonzalez
DNN pruning reduces memory footprint and computational work of DNN-based solutions to improve performance and energy-efficiency. An effective pruning scheme should be able to syste…