Shinya Takamaeda-Yamazaki
Scholar

Shinya Takamaeda-Yamazaki

Google Scholar ID: iHkq5lIAAAAJ
The University of Tokyo
Computer ArchitectureHigh-Level Synthesis CompilerFPGA SystemAlgorithm/Hardware Co-designMachine Learning Acceleration
Citations & Impact
All-time
Citations
1,200
 
H-index
16
 
i10-index
20
 
Publications
20
 
Co-authors
9
list available
Resume (English only)
Academic Achievements
  • NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network, available at GitHub and PyPI. Veriloggen: Python-based High-level Hardware Development Framework, available at GitHub and PyPI. Pyverilog: Python-based Hardware Design Processing Toolkit for Verilog HDL, available at GitHub and PyPI.
Research Experience
  • Associate Professor, Department of Computer Science, The University of Tokyo; Team Director, AI Computing Team, RIKEN Center for Advanced Intelligence Project (AIP), Japan.
Education
  • Ph.D., Graduate School of Information Science and Technology, The University of Tokyo.
Background
  • Computer Architecture, Processor Architecture, Memory System, Domain-Specific Architecture, FPGA system, Secure Processor (TEE), Compute-in-Memory, Computing with Emerging Devices, Hardware Design Technology, High-Level Synthesis Compiler, Algorithm/Hardware Co-design, Machine Learning System, Distributed Machine Learning, Federated Learning, LLM Inference/Serving System, AI/LLM Chip.
Miscellany
  • GitHub: my public software repository