14 citations · 31 across the 15 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.LG2020
On the Landscape of One-hidden-layer Sparse Networks and Beyond
Dachao Lin, Ruoyu Sun, Zhihua Zhang
Sparse neural networks have received increasing interest due to their small size compared to dense networks. Nevertheless, most existing works on neural network theory have focused…
cs.LG2020★ 3 cited
Optimal Quantization for Batch Normalization in Neural Network Deployments and Beyond
Dachao Lin, Peiqin Sun, Guangzeng Xie +2
Quantized Neural Networks (QNNs) use low bit-width fixed-point numbers for representing weight parameters and activations, and are often used in real-world applications due to thei…