Siew-Kei Lam
Scholar

Siew-Kei Lam

Google Scholar ID: V-ys2R0AAAAJ
Nanyang Technological University
Custom ComputingEmbedded VisionEdge AIEmbedded System SecurityTransportation Analytics
Citations & Impact
All-time
Citations
2,077
 
H-index
21
 
i10-index
48
 
Publications
20
 
Co-authors
38
list available
Contact
No contact links provided.
Resume (English only)
Research Experience
  • Our group is affiliated with the Hardware and Embedded Systems Lab (HESL) in the College of Computing and Data Science (CCDS), NTU, Singapore.
Background
  • Our EI Research Group focuses on developing custom computing techniques to meet the challenging demands for performance, energy-efficiency, cost, reliability, and security in edge intelligence (EI). We investigate novel design methodologies, domain-specific architectures, architecture-aware algorithmic optimizations, and distributed edge intelligence that will enable complex Artificial Intelligence (AI) applications to run on edge devices (e.g., smart cameras, mobile devices, IoT, robots, automobiles) in order to provide timely operations in large-scale applications while being robust to faults and security attacks.