27 citations · 27 across the 2 of their papers we have counts for
4 papers
Systolic-CNN: An OpenCL-defined Scalable Run-time-flexible FPGA Accelerator Architecture for Accelerating Convolutional Neural Network Inference in Cloud/Edge Computing
Akshay Dua, Yixing Li, Fengbo Ren
This paper presents Systolic-CNN, an OpenCL-defined scalable, run-time-flexible FPGA accelerator architecture, optimized for accelerating the inference of various convolutional neu…
Light-Weight RetinaNet for Object Detection
Yixing Li, Fengbo Ren
Object detection has gained great progress driven by the development of deep learning. Compared with a widely studied task -- classification, generally speaking, object detection e…
Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning
Yixing Li, Fengbo Ren
Convolutional neural network (CNN) has been widely used for vision-based tasks. Due to the high computational complexity and memory storage requirement, it is hard to directly depl…
An Energy-Efficient Compressive Sensing Framework Incorporating Online Dictionary Learning for Long-term Wireless Health Monitoring
Kai Xu, Yixing Li, Fengbo Ren
Wireless body area network (WBAN) is emerging in the mobile healthcare area to replace the traditional wire-connected monitoring devices. As wireless data transmission dominates po…