143 citations · 351 across the 12 of their papers we have counts for
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cs.NE2015★ 39 cited
Structured Pruning of Deep Convolutional Neural Networks
Sajid Anwar, Kyuyeon Hwang, Wonyong Sung
Real time application of deep learning algorithms is often hindered by high computational complexity and frequent memory accesses. Network pruning is a promising technique to solve…
cs.NE2015★ 44 cited
Single stream parallelization of generalized LSTM-like RNNs on a GPU
Kyuyeon Hwang, Wonyong Sung
Recurrent neural networks (RNNs) have shown outstanding performance on processing sequence data. However, they suffer from long training time, which demands parallel implementation…