Kai-Chiang Wu
吳凱強
Associate Professor
Department of Computer Science
National Yang Ming Chiao Tung University (NYCU)
kcw [at] cs.nycu.edu.tw
[bio] [office]
Department of Computer Science
National Yang Ming Chiao Tung University (NYCU)
kcw [at] cs.nycu.edu.tw
[bio] [office]
My research group is investigating how best to build the next generation of machine-learning-centric computer systems. We study methods to co-design and co-optimize neural networks and the hardware on which they run, with a special interest in reconfigurable computing using devices like FPGAs. Our goal is to enable efficient deep learning in both mobile devices and datacenters. Our current research projects include:
- AI computing platform design (AI運算平台設計)
- Approximate computing for AI applications (近似計算於AI之應用) [video], [detail]
- Cybersecurity and hardware Trojan (安全與硬體特洛伊)
- Electronic design automation, system-on-chip/chip-multiprocessor design verification and optimization (SoC設計自動化)
- High-performance energy-aware computing, approximate/green computing (高效節能計算)
- Reliable/trustworthy system design, design for reliability/trust (可靠系統設計)
news
| Jan 15, 2016 | A simple inline announcement with Markdown emoji! |
|---|---|
| Nov 7, 2015 | A long announcement with details |
| Oct 22, 2015 | A simple inline announcement. |