Research
My main research area includes computer architecture, microprocessor, and system-on-chip (SoC) design, and hardware security. These research topics are being actively studied in the industry as well as academia.
AI(Artificial Intelligence)-Workload Acceleration
- FPGA-based Convolutional Neural Network (CNN) Acceleration
- System-Level Supports for AI-Workloads
- System Architecture Exploration for AI-Workloads
- Power- and Energy-Efficient AI-Workload Acceleration
|
|
Heterogeneous Computing and System-on-Chip
- System-Level Supports for Heterogeneous Computing
- Data Transfer Mechanism for Heterogeneous Computing
- Accelerator-Rich System-on-Chip (SoC) Architecture
- Power- and Energy-Efficient SoC Architecture
|
|
- Physically Unclonable Function (PUF) Design
- Security for Internet-of-Things and Medical Device
|
|
Miscellaneous
|
My research topics also include:
- Designing a low-power computer system
- Designing a new computer architecture combined with new emerging technologies
- Investigating workload-aware task scheduling
- Designing high-performance and low-power mobile devices
|
