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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.CV2016
Dynamic Hand Gesture Recognition for Wearable Devices with Low Complexity Recurrent Neural Networks
Sungho Shin, Wonyong Sung
Gesture recognition is a very essential technology for many wearable devices. While previous algorithms are mostly based on statistical methods including the hidden Markov model, w…