5 citations · 5 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 5 cited
S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima
Wonyong Sung, Iksoo Choi, Jinhwan Park +2
The stochastic gradient descent (SGD) method is most widely used for deep neural network (DNN) training. However, the method does not always converge to a flat minimum of the loss…
cs.DC2018
Single Stream Parallelization of Recurrent Neural Networks for Low Power and Fast Inference
Wonyong Sung, Jinhwan Park
As neural network algorithms show high performance in many applications, their efficient inference on mobile and embedded systems are of great interests. When a single stream recur…