31 citations · 81 across the 14 of their papers we have counts for
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cs.LG2018★ 2 cited
Recent Advances in Convolutional Neural Network Acceleration
Qianru Zhang, Meng Zhang, Tinghuan Chen +3
In recent years, convolutional neural networks (CNNs) have shown great performance in various fields such as image classification, pattern recognition, and multi-media compression.…
cs.LG2018★ 2 cited
A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks
Yuzhe Ma, Ran Chen, Wei Li +4
Deep neural networks (DNNs) have achieved significant success in a variety of real world applications, i.e., image classification. However, tons of parameters in the networks restr…
cs.AR2018
Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach
Yuzhe Ma, Subhendu Roy, Jin Miao +2
In spite of maturity to the modern electronic design automation (EDA) tools, optimized designs at architectural stage may become sub-optimal after going through physical design flo…