143 citations · 390 across the 17 of their papers we have counts for
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cs.CV2017
Structured Sparse Ternary Weight Coding of Deep Neural Networks for Efficient Hardware Implementations
Yoonho Boo, Wonyong Sung
Deep neural networks (DNNs) usually demand a large amount of operations for real-time inference. Especially, fully-connected layers contain a large number of weights, thus they usu…
cs.LG2017★ 2 cited
Fixed-point optimization of deep neural networks with adaptive step size retraining
Sungho Shin, Yoonho Boo, Wonyong Sung
Fixed-point optimization of deep neural networks plays an important role in hardware based design and low-power implementations. Many deep neural networks show fairly good performa…