Area of research
Electrical and Electronic Engineering · Hardware and Architecture
Research interest
Research interests include Advanced Memory and Neural Computing, Parallel Computing and Optimization Techniques, Advanced Neural Network Applications, and Ferroelectric and Negative Capacitance Devices.
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing
TAPA: A Scalable Task-parallel Dataflow Programming Framework for Modern FPGAs with Co-optimization of HLS and Physical Design
Sextans: A Streaming Accelerator for General-Purpose Sparse-Matrix Dense-Matrix Multiplication
PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning