Research Output per year
Personal profile
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 study and early research interests revolved around theoretical physics, particle physics and super gravity. Later he specialized in computer architecture.
Corporaal is and has been (co-)PI for many projects. Recent projects are 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. He also initatiated and leads the Dutch NWO perspectief program on Efficient Deep Learning; in this program many research institutes and over 30 companies participate.
Corporaal has co-authored over 500 publications in many different areas, including computer architecture, accelerators, like CGRAs and deep learning architectures, compiler and code generation, e.g. for GPUs and Deep Neural Network accelerators, garbage collection and runtime support for high level languages, MIMD computing and communication support, concurrent simulation, and particle physics.
Academic background
Henk Corporaal studied theoretical physics and received his MSc from the University of Groningen in 1982. Between 1983 and 1985, he continued his education in computer science at the University of Twente.
Corporaal has been lecturer since 1977. He was e.g. 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 (cum laude) 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 has held positions as a visiting professor at the Indian Institute of Science (1997-1998), NEC Electronics USA(1999), Eulix Networks USA (2000), and the National University of Singapore (2003–2006). He was also director of the DIMA department at IMEC Leuven, and Scientific Director of DTI (the joint Design Technology Institute of NUS and TU/e).
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Research Output
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 journal › Article › Academic › peer-review
Open Access
File
Skeleton-based synthesis flow for computation-in-memory architectures
Yu, J., Nane, R., Ashraf, I., Taouil, M., Hamdioui, S., Corporaal, H. & Bertels, K., 1 Apr 2020, In : IEEE Transactions on Emerging Topics in Computing. 8, 2, p. 545-558 14 p., 8076720.Research output: Contribution to journal › Article › Academic › peer-review
1
Citation
(Scopus)
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. 8824974Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access
File
1
Citation
(Scopus)
26
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 proceeding › Conference contribution › Academic › peer-review
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. 8760178Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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: Other › Career, 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: Other › Career, 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: Other › Career, 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: Other › Career, 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: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
- 1 Consultancy
Analyzing CUDA's compiler through the visualization of decoded GPU binaries
Henk Corporaal (Advisor)2010
Activity: Consultancy types › Consultancy › Professional
Courses
Student theses
A comparative study of optical depth sensors for user interaction
Author: Belgraver Thissen, W., 31 Aug 2011Supervisor: Broers, H. A. (External person) (Supervisor 1) & Corporaal, H. (Supervisor 2)
Student thesis: Master
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Active battery balancing
Author: Berendsen, F., 31 Dec 2015Supervisor: 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 2018Supervisor: 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 2015Supervisor: 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 2013Supervisor: Corporaal, H. (Supervisor 1), van den Braak, G. (Supervisor 2), Lukkien, J. (Supervisor 2) & Brands, P. (External person) (External coach)
Student thesis: Master
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