41 citations · 49 across the 6 of their papers we have counts for
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eess.SP2018
A CNN Accelerator on FPGA Using Depthwise Separable Convolution
Lin Bai, Yiming Zhao, Xinming Huang
Convolutional neural networks (CNNs) have been widely deployed in the fields of computer vision and pattern recognition because of their high accuracy. However, large convolution o…
eess.SP2018
ChipNet: Real-Time LiDAR Processing for Drivable Region Segmentation on an FPGA
Yecheng Lyu, Lin Bai, Xinming Huang
This paper presents a field-programmable gate array (FPGA) design of a segmentation algorithm based on convolutional neural network (CNN) that can process light detection and rangi…