Junzhong Shen

Towards a Uniform Template-based Architecture for Accelerating 2D and 3D CNNs on FPGA

Junzhong Shen, You Huang, Zelong Wang et al. · 2018 · 104 citations

Convolutional Neural Network, Engineering, Hardware Algorithm +19

FPGA‐accelerated deep convolutional neural networks for high throughput and energy efficiency

Yuran Qiao, Junzhong Shen, Tao Xiao et al. · Concurrency and Computation Practice and Experience · 2016 · 51 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Toward an Efficient Deep Pipelined Template-Based Architecture for Accelerating the Entire 2-D and 3-D CNNs on FPGA

Junzhong Shen, You Huang, Mei Wen et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2019 · 41 citations

Convolutional Neural Network, Engineering, Machine Learning +20

Towards a Multi-array Architecture for Accelerating Large-scale Matrix Multiplication on FPGAs

Junzhong Shen, Yuran Qiao, You Huang et al. · 2018 · 36 citations

Engineering, Hardware Algorithm, Computer Architecture +16

A High-efficiency FPGA-based Accelerator for Convolutional Neural Networks using Winograd Algorithm

Yi Huang, Junzhong Shen, Zixuan Wang et al. · Journal of Physics Conference Series · 2018 · 19 citations · Full text

Convolutional Neural Network, Engineering, Hardware Algorithm +17