most citedChain-NN: An Energy-Efficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks

6 citations · 9 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2019★ 3 cited

Sem-LSD: A Learning-based Semantic Line Segment Detector

Yi Sun, Xushen Han, Kai Sun +3

In this paper, we introduces a new type of line-shaped image representation, named semantic line segment (Sem-LS) and focus on solving its detection problem. Sem-LS contains high-l…

cs.LG2017

CNN-MERP: An FPGA-Based Memory-Efficient Reconfigurable Processor for Forward and Backward Propagation of Convolutional Neural Networks

Xushen Han, Dajiang Zhou, Shihao Wang +1

Large-scale deep convolutional neural networks (CNNs) are widely used in machine learning applications. While CNNs involve huge complexity, VLSI (ASIC and FPGA) chips that deliver…

cs.AR2017★ 6 cited

Chain-NN: An Energy-Efficient 1D Chain Architecture for Accelerating Deep Convolutional Neural Networks

Shihao Wang, Dajiang Zhou, Xushen Han +1

Deep convolutional neural networks (CNN) have shown their good performances in many computer vision tasks. However, the high computational complexity of CNN involves a huge amount…