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Research profile

Henk Corporaal is Full Professor in the Electronic Systems group of the Department of Electrical Engineering at Eindhoven University of Technology (TU/e). His early research interests revolved around theoretical physics, particle physics and super gravity.

For example, the MNEMOSENE project, aiming to demonstrate a new CIM, computation-in-memory architecture based on resistive devices, together with its required programming flow and interface. Or a project designing energy-autonomous systems for the Internet of Things. A project on Near Memory Computing aims to bring computing memory much closer to main memory, substantially reducing the data access energy. The BrainWave project seeks to construct a wearable device for continuous monitoring and analysis of EEG signals for epilepsy and Parkinson patients in non-hospital environments.  

Corporaal has written over 40 publications in many different areas, including particle physics, computer architecture, non-conventional architectures, garbage collection and runtime support for high level languages, MIMD computing and communication support, concurrent simulation, neural networks, and compilation for instruction-level parallel architectures.

Academic background

Henk Corporaal received his MSc from the University of Groningen in 1982. Between 1983 and 1985, he continued his education in computer science at the Universities of Twente and Wageningen.  

Corporaal was lecturer at the Haagse Hogeschool from 1986-1993. He was also Associate Professor of Computer Architecture at Delft University of Technology (TU Delft, 1986-2001), where he received his PhD in 1995.  

Corporaal has been Professor of Embedded System Architectures at Eindhoven University of Technology (TU/e) since 2001. While at TU Delft and TU/e, Corporaal also has held positions as a visiting professor at the Indian Institute of Science (1997-1998), NEC Electronics (1999), Eulix Networks (2000) and the National University of Singapore (2003–2006). He was director of the DIMA department at IMEC (2000– 2003). 

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  • 2 Similar Profiles
Data storage equipment Engineering & Materials Science
Particle accelerators Engineering & Materials Science
Field programmable gate arrays (FPGA) Engineering & Materials Science
Throughput Engineering & Materials Science
Scheduling Engineering & Materials Science
Energy efficiency Engineering & Materials Science
Energy utilization Engineering & Materials Science
Reduced instruction set computing Engineering & Materials Science

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Research Output 1998 2020

106 Downloads (Pure)

Quantization of deep neural networks for accumulator-constrained processors

de Bruin, B., Zivkovic, Z. & Corporaal, H., 1 Feb 2020, In : Microprocessors and Microsystems. 72, 11 p., 102872.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
File
Image classification
ARM processors
Neural networks
Deep neural networks
1 Citation (Scopus)

Skeleton-based synthesis flow for computation-in-memory architectures

Yu, J., Nane, R., Ashraf, I., Taouil, M., Hamdioui, S., Corporaal, H. & Bertels, K., 2020, In : IEEE Transactions on Emerging Topics in Computing.

Research output: Contribution to journalArticleAcademicpeer-review

Memristors
Memory architecture
Data flow graphs
Scheduling
Data storage equipment
4 Downloads (Pure)

An automated approximation methodology for arithmetic circuits

De, S., Huisken, J. & Corporaal, H., 1 Jul 2019, International Symposium on Low Power Electronics and Design, ISLPED 2019. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8824974

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Open Access
File
Networks (circuits)
Adders
Edge detection
Application specific integrated circuits
Detectors
7 Downloads (Pure)

Automatic memory-efficient scheduling of CNNs

Waeijen, L., Sioutas, S., He, Y., Peemen, M. & Corporaal, H., 1 Jan 2019, Embedded Computer Systems: Architectures, Modeling, and Simulation - 19th International Conference, SAMOS 2019, Proceedings. Pelcat, M., Jung, M. & Pnevmatikatos, D. N. (eds.). Cham: Springer, p. 387-400 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11733 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Scheduling
Neural Networks
Neural networks
Data storage equipment
External Memory
1 Downloads (Pure)

Bitwise neural network acceleration: opportunities and challenges

van Lier, M., Waeijen, L. & Corporaal, H., 1 Jun 2019, 2019 8th Mediterranean Conference on Embedded Computing, MECO 2019 - Proceedings. Stojanovic, R., Jozwiak, L., Lutovac, B. & Jurisic, D. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, 5 p. 8760178

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Neural Networks
Neural networks
Accelerator
Particle accelerators
Real-time

Prizes

Best Paper Award at the ECYPS

Sajid Mohamed (Recipient), Sayandip De (Recipient), Konstantinos Bimpisidis (Recipient), Vishak Nathan (Recipient), Dip Goswami (Recipient), Henk Corporaal (Recipient) & A.A. (Twan) Basten (Recipient), 13 Jun 2019

Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Best Paper Award at the ISLPED conference

Sayandip De (Recipient), Jos Huisken (Recipient) & Henk Corporaal (Recipient), 31 Jul 2019

Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Forum on specification and Design Languages, (FDL 2005) 27-30 September 2005, Lausanne, Switzerland

Henk Corporaal (Recipient), 2005

Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

HiPEAC Paper Award: Xetal-Pro: An ultra-low energy and high throughput SIMD procesor

Henk Corporaal (Recipient), 13 Jun 2010

Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

HiPEAC Paper Award: Xetal-Pro: An ultra-low energy and high throughput SIMD procesor

Henk Corporaal (Recipient), 2010

Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

Activities 2010 2010

  • 1 Consultancy

Analyzing CUDA's compiler through the visualization of decoded GPU binaries

Henk Corporaal (Advisor)
2010

Activity: Consultancy typesConsultancyProfessional

Courses

Embedded computer architecture

1/09/15 → …

Course

Embedded visual control

1/09/15 → …

Course

Intelligent architectures

1/09/15 → …

Course

Press / Media

Student theses

A comparative study of optical depth sensors for user interaction

Author: Belgraver Thissen, W., 31 Aug 2011

Supervisor: Broers, H. A. (External person) (Supervisor 1) & Corporaal, H. (Supervisor 2)

Student thesis: Master

File

Active battery balancing

Author: Berendsen, F., 31 Dec 2015

Supervisor: Corporaal, H. (Supervisor 1), Duarte, J. (Supervisor 2), Vleeshouwers, J. (Supervisor 2) & Weiland, S. (Supervisor 2)

Student thesis: Master

Adding support for static-WCET analysis to LLVM

Author: Veens, R., 29 Jan 2018

Supervisor: Corporaal, H. (Supervisor 1), Jordans, R. (Supervisor 2), Cuijpers, P. (Supervisor 2) & Torette, D. (External person) (External coach)

Student thesis: Master

File

Advanced debugging functionality for secure identification smart cards

Author: Renet, B., 31 Aug 2015

Supervisor: Corporaal, H. (Supervisor 1) & Groot, C. (External person) (External coach)

Student thesis: Master

Advanced ultrasound beam forming using GPGPU technology

Author: van Bavel, Y., 30 Nov 2013

Supervisor: Corporaal, H. (Supervisor 1), van den Braak, G. (Supervisor 2), Lukkien, J. (Supervisor 2) & Brands, P. (External person) (External coach)

Student thesis: Master

File