Henk Corporaal
Scholar

Henk Corporaal

Google Scholar ID: AbAnjoAAAAAJ
Professor Embedded System Architectures, Eindhoven University of Technology
Computer ArchitectureProcessor/Accelerator DesignDeep LearningCode GenerationReal-time
Citations & Impact
All-time
Citations
3,823
 
H-index
29
 
i10-index
95
 
Publications
20
 
Co-authors
83
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Authored the book 'Blocks: Towards Energy-efficient, Coarse-grained Reconfigurable Architectures' (Springer, 2021); German edition published in 2023
  • Published seminal paper 'How flexible is your computing system?' on defining and measuring flexibility in computing systems
  • Developed ConvFusion model for layer fusion in Convolutional Neural Networks to improve data reuse, energy efficiency, and performance
  • Delivered keynotes and tutorials at major conferences (e.g., DATE, HiPEAC, VLSISoC, DAC), including 'AI at the edge: Hype or Hope?' and 'Processors: From Intel 4004 to Neuro Chips'
  • Organized workshops such as NeuroEdge (brain-inspired computing), OSSMPIC (open-source massively parallel ICs), and FIRE on hardware accelerators
Research Experience
  • Conducting research at TU/e since 2001
  • Previously worked at Delft University of Technology (TUD) from 1986 to 2001
  • Leads the PARSE (Parallel Architecture Research in Eindhoven) lab
  • Leading large-scale programs such as the NWO-funded 'Efficient Deep Learning' program (launched Jan 2019, 7 sub-projects) and the 'ZERO perspectief' program on zero-energy systems (since early 2018, 5 sub-projects)
  • Involved in the EU HORIZON-CL4 project CONVOLVE (started Nov 2022) on smart edge processors with 18 partners
  • Principal investigator of the NWO project 'SNS: Self-healing Neuromorphic Systems' (kick-off Aug 2024) with partners including TUD, CWI, Innatera, IMEC NL, RUG, and TU/e