Area of research
Hardware and Architecture · Computer Vision and Pattern Recognition
Research interest
Research interests include Parallel Computing and Optimization Techniques, Advanced Neural Network Applications, Advanced Memory and Neural Computing, and Interconnection Networks and Systems.
Molecular Dynamics Range-Limited Force Evaluation Optimized for FPGAs
FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters
A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing
HPC on FPGA clouds: 3D FFTs and implications for molecular dynamics
OpenCL for HPC with FPGAs: Case study in molecular electrostatics