Henk Corporaal

Professor Emeritus Embedded System Architectures Eindhoven University of Technology ( TU/e ), Department of Electrical Engineering Electronic Systems (ES) FLUX building (4.134), Groeneloper 19 tel: (+31) 40 247 5462 / 5195 email: h.corporaal at tue.nl Postal address:                                      P.O.Box 513 5600 MB Eindhoven The Netherlands

• News items
  
  • NEAT Symposium keynote on CIM
  • June 19, 2026, Utrecht
    
  • NEUROCOM workshop on neuromorphic computing at HiPEAC 2026 in Krakow
  • Jan 2026
  • Presentation about our Convolve Project
    
  • Intelligent-Mesh workshop at HiPEAC 2026 in Krakow
  • Invited presentation: CIM - a key enabler for Edge AI?
  • Jan 2026
    
  • LLM tutorial at CCMCC, Dresden
  • October 9, 2025
    
  • Tutorial at SAMOS: LLMs at the edge
  • June 29, 2025
    
  • W05 OSSMPIC - Open source solutions for massively parallel integrated circuits at DATE
    
  • April 1, 2025, Lyon
  • Topic: Open source GPUs and CGRAs
    
    
  • NEUROCOM workshop neuromorphic commputing at HiPEAC 2025 in
    
  • Barcelona, Jan 20-23
  • use link and click on program

  
  

• Publications (on google scholar)

• Books

• Research and Projects (overview of all my projects)
  • Our research lab:
    
  
  
  • PARSE: Parallel Architecture Research in Eindhoven
  
  
  • PhD students / research topics
    
  • Student Internships / Thesis projects in the Computer Architecture area withing the ES group

===================================

• Publications (on google scholar)
  
  • Books
    
  
  
• Research and Projects (overview of all my projects)
• Our research lab:
  
• PARSE: Parallel Architecture Research in Eindhoven
• PhD students / research topics
  
• Student Internships / Thesis projects in the Computer Architecture area withing the ES group

• Education
• Teaching: All my Courses
  
• Students
• PhD students
  
• Master students (pdf) at TU/e and TUDelft, since 1986
  
  
• Software and Tooling (many tools can be downloaded)
  
  
• Other links and contact information

=================================

• News items <2025

  • HW accelerators and FIRE workshop (SURF supported): Dec 6, 2024
  • Keynote on: Edge AI HW accelerators
    
    
  • VLSISoC 2024 in Tanger, Morocco, Oct 6-9, 2024
    
  • Keynote: "AI at the edge: Hype or Hope?
  • Tutorial:  Processors: From Intel 4004 to Neuro Chips
    
    
  • SNS: Self-healing Neuromorphic Systems
    
  • NWO project
    
  • Kick-off Aug 28, 2024
  • Partners: TUD, CWI, Innatera, IMEC NL, RUG, and TUE
    
    
  • DAC special session on "Emerging Technologies for Energy-efficient Neuromorphic Edge Computing, June 26, 2024
    
    
  • NeuroEdge: workshop about brain-inspired computing, at HiPEAC Jan 2024, Munich
    
• 
  
  • Nov 28 - Dec 1, 2023:  ASCI-EDL course on Efficient Deep Learning
  • German edition (Sep 2023) of our book on CGRAs.
    It includes 25 years CGRA history overview.
    
  • Blocks: Auf dem Weg zu Energieeffizienten, Grobkörnigen, Rekonfigurierbaren Architekturen (CGRA)
    Springer 2023
  • English (2021) version:
  • Blocks, Towards Energy-efficient, Coarse-grained Reconfiguarable Architectures
    Mark Wijtvliet, Henk Corporaal, Akash Kumar
    Springer 2021
  • New seminal paper on Flexibility: How flexible is your computing system?
  • The first in-depth article about defining and measuring the flexibility of a CPU / GPU / accelerator or FPGA implementation.
    
  • New paper on: ConvFusion: A Model for Layer Fusion in Convolutional Neural Networks
  • In-depth modeling of layer fusion in Deep Neural Networks, and its advantages.
  • Fusion is the next step in getting higher data reuse in ANNs, and therefore in energy reduction and performance improvement of ANN implementations.
    
  • Nov 2022: EU project started, CONVOLVE: Seamless design of Smart Edge Processors
  • HORIZON-CL4 project with 18 partners
  • Our large program on Efficient Deep Learning, supported by NWO and over 30 industrial companies, is in its 4th year. Kick-off was in January 2019. This program contains 7 projects.
    
  • The ZERO perspectief program, on zero energy systems, started early 2018, is now in its 5th year. This program contains 5 projects.
    

Research and running projects

All my projects, both currently active projects and finished projects.
This includes projects executed at TUD (Delft University of Technology) (1986-2001), and at TU/e (Eindhoven University of Technology), since 2001.
My current research is executed withing the PARSE laboratory.

• PARSE: Parallel Architecture Research Eindhoven
• This is the main site of our TU/e Computer Architecture research lab
• Among others, we are researching CGRAs, coarse grain reconfigurable architectures for flexible and extreme low energy computing; see our CGRA website

Education

• An overview of most of my current and previous Courses
• Includes course at TU/e (Eindhoven), TUDelft, Leiden University, NUS (National Univ. of Singapore), and for ASCI (Advanced Institute on Computing and Imaging, The Netherlands).
  
• Interested in a mini Network-on-Chip targeted towards FPGAs? Check out our mMIPS Network page.
  We used this in several courses on computer architecture.
• My PhD & PDEng students at TU/e / TUDelft / KUleuven
• Master students (pdf) at TU/e and TUDelft, since 1986
  
• Literature suggestions on computer architecture and embedded systems. Overview of interesting conferences and journals.

Software and Tools from our group

• Extension of SDF: SADF (Scenario Aware Data Flow), combining analytic power of (C)SDF with dynamism
• MAMPS Multi-Application Multi-Processor Synthesis
  
• SDF3: SDF For Free, a set of high freely available SDF (Synchronous Data Flow) and CSDF (Cyclo-Static Data Flow) analysis, transformation, graph generation and visualization tools
• POOSL, System-Level Design with the SHE Methodology.
  POOSL (Parallel Object-Oriented Specification Language) is used to describe, analyse and synthesize hard- and soft-realtime systems. Synthesis is correct modulo a small timing deviation, i.e. the implemented system has the same timing properties as the high level description in POOSL.
• PREMADONA tools: Generate simulation models from XML specifications of NoC-based MPSOC systems.
• Always wanted to know what users do with your products? Check our tools within the soft reliability project.
• Is your application dynamism getting out of control? Check our Wiki Scenario page.

Other links

• Best paper award at ISLPED, July 2019
  "An Automated Approximation Methodology for Arithmetic Circuits",
  by Sayandip De, Jos Huisken and Henk Corporaal
  
• Article on "Near-Memory Computing: Past, Present, and Future", published in MICPRO 2019
  Download from here.
• EE Department TU/e
• Home page of the Eindhoven University of Technology (TU/e)
• National University of Singapore (NUS)
• Home page of the Computer Engineering group TUDelft
• IMEC Interuniversity MicroElectronics Center, Leuven, Belgium

How to contact me