Xitian Fan

A high performance FPGA-based accelerator for large-scale convolutional neural networks

Huimin Li, Xitian Fan, Jiao Li et al. · 2016 · 309 citations

Convolutional Neural Network, Engineering, Machine Learning +15

MRI-based brain tumor segmentation using FPGA-accelerated neural network

Siyu Xiong, Guoqing Wu, Xitian Fan et al. · BMC Bioinformatics · 2021 · 50 citations · Full text

SWM: A High-Performance Sparse-Winograd Matrix Multiplication CNN Accelerator

Di Wu, Xitian Fan, Wei Cao et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2021 · 39 citations

Convolutional Neural Network, Most Accelerators, Engineering +12

Stream Processing Dual-Track CGRA for Object Inference

Xitian Fan, Di Wu, Wei Cao et al. · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2018 · 34 citations

Engineering, Machine Learning, Hardware Algorithm +18

Implementation of high performance hardware architecture of OpenSURF algorithm on FPGA

Xitian Fan, Chenlu Wu, Wei Cao et al. · 2013 · 16 citations

Engineering, Hardware Algorithm, Computer Architecture +16