Henk Corporaal

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 162

Top Venues

Publications

Martin Roa Villescas, Xuanzhao Gao, Sander Stuijk, Henk Corporaal, Jin-Guo Liu
Probabilistic Inference in the Era of Tensor Networks and Differential Programming. CoRR (2024)
Barry de Bruin, Kanishkan Vadivel, Mark Wijtvliet, Pekka Jääskeläinen, Henk Corporaal
R-Blocks: an Energy-Efficient, Flexible, and Programmable CGRA. ACM Trans. Reconfigurable Technol. Syst. 17 (2) (2024)
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. CoRR (2023)
Ali BanaGozar, Seyed Hossein Hashemi Shadmehri, Sander Stuijk, Mehdi Kamal, Ali Afzali-Kusha, Henk Corporaal
ReMeCo: Reliable Memristor-Based in-Memory Neuromorphic Computation. ASP-DAC (2023)
Manil Dev Gomony, Anteneh Gebregiorgis, Moritz Fieback, Marc Geilen, Sander Stuijk, Jan Richter-Brockmann, Rajendra Bishnoi, Sven Argo, Lara Arche Andradas, Tim Güneysu, Mottaqiallah Taouil, Henk Corporaal, Said Hamdioui
Dependability of Future Edge-AI Processors: Pandora's Box. ETS (2023)
David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal
BOMP-NAS: Bayesian Optimization Mixed Precision NAS. CoRR (2023)
Mahsa Mousavi, Hamid Reza Pourshaghaghi, Akash Kumar, Henk Corporaal
MTTR reduction of FPGA scrubbing: Exploring SEU sensitivity. Microprocess. Microsystems 101 (2023)
Maarten J. Molendijk, Floran A. M. de Putter, Manil Dev Gomony, Pekka Jääskeläinen, Henk Corporaal
BrainTTA: A 28.6 TOPS/W Compiler Programmable Transport-Triggered NN SoC. ICCD (2023)
Wei Sun, Ang Li, Tong Geng, Sander Stuijk, Henk Corporaal
Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numeric Behaviors. IEEE Trans. Parallel Distributed Syst. 34 (1) (2023)
Sayandip De, Muhammad Shafique, Henk Corporaal
Delay Prediction for ASIC HLS: Comparing Graph-Based and Nongraph-Based Learning Models. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (4) (2023)
Gagandeep Singh, Alireza Khodamoradi, Kristof Denolf, Jack Lo, Juan Gómez-Luna, Joseph Melber, Andra Bisca, Henk Corporaal, Onur Mutlu
SPARTA: Spatial Acceleration for Efficient and Scalable Horizontal Diffusion Weather Stencil Computation. ICS (2023)
David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal
BOMP- NAS: Bayesian Optimization Mixed Precision NAS. DATE (2023)
Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Friedemann Zenke, Frank Gurkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, Sam Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal
PetaOps/W edge-AI $\mu$ Processors: Myth or reality? DATE (2023)
Kanishkan Vadivel, Fernando García-Redondo, Ali BanaGozar, Henk Corporaal, Shidhartha Das
SACA: System-level Analog CIM Accelerators Simulation Framework: Architecture and Cycle-accurate System-to-device Simulator. DCIS (2022)
Fernando García-Redondo, Ali BanaGozar, Kanishkan Vadivel, Henk Corporaal, Shidhartha Das
SACA: System-level Analog CIM Accelerators Simulation Framework: Accurate Simulation of Non-Ideal Components. DCIS (2022)
Mayank Senapati, Manil Dev Gomony, Sherif Eissa, Charlotte Frenkel, Henk Corporaal
THOR - A Neuromorphic Processor with 7.29G TSOP$^2$/mm$^2$Js Energy-Throughput Efficiency. CoRR (2022)
Berk Ulker, Sander Stuijk, Henk Corporaal, Rob G. J. Wijnhoven
Accelerating Video Object Detection by Exploiting Prior Object Locations. ICIAP (2) (2022)
Guoqing Li, Jingwei Zhang, Meng Zhang, Henk Corporaal
An Efficient FPGA Implementation for Real-Time and Low-Power UAV Object Detection. ISCAS (2022)
Manil Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, L. Mei, V. Jain, Said Hamdioui, V. Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, F. Gurkaynak, Barry de Bruin, Sander Stuijk, S. Davidson, S. De, M. Ghogho, A. Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, O. Karrakchou, Tim Güneysu, Henk Corporaal
CONVOLVE: Smart and seamless design of smart edge processors. CoRR (2022)
Seyed Hossein Hashemi Shadmehri, Ali BanaGozar, Mehdi Kamal, Sander Stuijk, Ali Afzali-Kusha, Massoud Pedram, Henk Corporaal
SySCIM: SystemC-AMS Simulation of Memristive Computation In-Memory. DATE (2022)
Mohammad Emad, Maurice Peemen, Henk Corporaal
MoESR: Blind Super-Resolution using Kernel-Aware Mixture of Experts. WACV (2022)
Maarten Molendijk, Floran de Putter, Henk Corporaal
Low- and Mixed-Precision Inference Accelerators. CoRR (2022)
Gagandeep Singh, Rakesh Nadig, Jisung Park, Rahul Bera, Nastaran Hajinazar, David Novo, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu
Sibyl: Adaptive and Extensible Data Placement in Hybrid Storage Systems Using Online Reinforcement Learning. CoRR (2022)
Guoqing Li, Meng Zhang, Jiuyang Wang, Dongpeng Weng, Henk Corporaal
SCWC: Structured channel weight sharing to compress convolutional neural networks. Inf. Sci. 587 (2022)
Gagandeep Singh, Mohammed Alser, Alireza Khodamoradi, Kristof Denolf, Can Firtina, Meryem Banu Cavlak, Henk Corporaal, Onur Mutlu
A Framework for Designing Efficient Deep Learning-Based Genomic Basecallers. CoRR (2022)
Sherif Eissa, Sander Stuijk, Henk Corporaal
DNAsim: Evaluation Framework for Digital Neuromorphic Architectures. DSD (2022)
Shihua Huang, Luc Waeijen, Henk Corporaal
How Flexible is Your Computing System? ACM Trans. Embed. Comput. Syst. 21 (4) (2022)
Wei Sun, Ang Li, Tong Geng, Sander Stuijk, Henk Corporaal
Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors. CoRR (2022)
Floran de Putter, Henk Corporaal
How to train accurate BNNs for embedded systems? CoRR (2022)
Adam Siemieniuk, Lorenzo Chelini, Asif Ali Khan, Jerónimo Castrillón, Andi Drebes, Henk Corporaal, Tobias Grosser, Martin Kong
OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing-In-Memory. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Maarten Molendijk, Floran de Putter, Manil Gomony, Pekka Jääskeläinen, Henk Corporaal
BrainTTA: A 35 fJ/op Compiler Programmable Mixed-Precision Transport-Triggered NN SoC. CoRR (2022)
Kanishkan Vadivel, Barry de Bruin, Roel Jordans, Henk Corporaal, Pekka Jääskeläinen
Prebypass: Software Register File Bypassing for Reduced Interconnection Architectures. DSD (2022)
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Christoph Hagleitner, Sander Stuijk, Henk Corporaal, Onur Mutlu
Accelerating Weather Prediction Using Near-Memory Reconfigurable Fabric. ACM Trans. Reconfigurable Technol. Syst. 15 (4) (2022)
Floran de Putter, Henk Corporaal
Quantization: how far should we go? DSD (2022)
Floran de Putter, Maurice Peemen, Pavel Potocek, Remco Schoenmakers, Henk Corporaal
CELR: Cloud Enhanced Local Reconstruction from low-dose sparse Scanning Electron Microscopy images. DSD (2022)
Gagandeep Singh, Rakesh Nadig, Jisung Park, Rahul Bera, Nastaran Hajinazar, David Novo, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu
Sibyl: adaptive and extensible data placement in hybrid storage systems using online reinforcement learning. ISCA (2022)
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu
LEAPER: Modeling Cloud FPGA-based Systems via Transfer Learning. CoRR (2022)
Stefano Corda, Bram Veenboer, Ahsan Javed Awan, John W. Romein, Roel Jordans, Akash Kumar, Albert-Jan Boonstra, Henk Corporaal
Reduced-Precision Acceleration of Radio-Astronomical Imaging on Reconfigurable Hardware. IEEE Access 10 (2022)
Mark Wijtvliet, Akash Kumar, Henk Corporaal
Blocks: Challenging SIMDs and VLIWs With a Reconfigurable Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (9) (2022)
Martin Roa Villescas, Patrick W. A. Wijnings, Sander Stuijk, Henk Corporaal
Partial Evaluation in Junction Trees. DSD (2022)
Lorenzo Chelini, Martin Kong, Tobias Grosser, Henk Corporaal
LoopOpt: Declarative Transformations Made Easy. SCOPES (2021)
Wei Sun, Aojun Zhou, Sander Stuijk, Rob G. J. Wijnhoven, Andrew Nelson, Hongsheng Li, Henk Corporaal
DominoSearch: Find layer-wise fine-grained N: M sparse schemes from dense neural networks. NeurIPS (2021)
João Bastos, Jeroen Voeten, Sander Stuijk, Ramon R. H. Schiffelers, Henk Corporaal
Taming the State-space Explosion in the Makespan Optimization of Flexible Manufacturing Systems. ACM Trans. Cyber Phys. Syst. 5 (2) (2021)
Melvin Galicia, Ali BanaGozar, Karl J. X. Sturm, Felix Staudigl, Sander Stuijk, Henk Corporaal, Rainer Leupers
NeuroVP: A System-Level Virtual Platform for Integration of Neuromorphic Accelerators. SoCC (2021)
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Christoph Hagleitner, Sander Stuijk, Henk Corporaal, Onur Mutlu
NERO: Accelerating Weather Prediction using Near-Memory Reconfigurable Fabric. CoRR (2021)
Patrick W. A. Wijnings, Sander Stuijk, Rick Scholte, Henk Corporaal
Characterization of Mems Microphone Sensitivity and Phase Distributions with Applications in Array Processing. ICASSP (2021)
Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal
NMPO: Near-Memory Computing Profiling and Offloading. CoRR (2021)
Lorenzo Chelini, Andi Drebes, Oleksandr Zinenko, Albert Cohen, Nicolas Vasilache, Tobias Grosser, Henk Corporaal
Progressive Raising in Multi-level IR. CGO (2021)
Sherif Eissa, Sander Stuijk, Henk Corporaal
Hardware Approximation of Exponential Decay for Spiking Neural Networks. AICAS (2021)
Wei Sun, Savvas Sioutas, Sander Stuijk, Andrew Nelson, Henk Corporaal
Efficient Tensor Cores support in TVM for Low-Latency Deep learning. DATE (2021)
Barry de Bruin, Kamlesh Singh, Ying Wang, Jos Huisken, José Pineda de Gyvez, Henk Corporaal
Multi-Level Optimization of an Ultra-Low Power BrainWave System for Non-Convulsive Seizure Detection. IEEE Trans. Biomed. Circuits Syst. 15 (5) (2021)
Gagandeep Singh, Mohammed Alser, Damla Senol Cali, Dionysios Diamantopoulos, Juan Gómez-Luna, Henk Corporaal, Onur Mutlu
FPGA-based Near-Memory Acceleration of Modern Data-Intensive Applications. CoRR (2021)
Mohammad Emad, Maurice Peemen, Henk Corporaal
DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution. WACV (2021)
Gagandeep Singh, Mohammed Alser, Damla Senol Cali, Dionysios Diamantopoulos, Juan Gómez-Luna, Henk Corporaal, Onur Mutlu
FPGA-Based Near-Memory Acceleration of Modern Data-Intensive Applications. IEEE Micro 41 (4) (2021)
Sayandip De, Yingkai Huang, Sajid Mohamed, Dip Goswami, Henk Corporaal
Hardware- and Situation-Aware Sensing for Robust Closed-Loop Control Systems. DATE (2021)
Shihua Huang, Luc Waeijen, Henk Corporaal
How Flexible is Your Computing System. CoRR (2021)
Kamlesh Singh, Barry de Bruin, Hailong Jiao, Jos Huisken, Henk Corporaal, José Pineda de Gyvez
Converter-Free Power Delivery Using Voltage Stacking for Near/Subthreshold Operation. IEEE Trans. Very Large Scale Integr. Syst. 29 (6) (2021)
Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal
NMPO: Near-Memory Computing Profiling and Offloading. DSD (2021)
Luc Waeijen, Savvas Sioutas, Maurice Peemen, Menno Lindwer, Henk Corporaal
ConvFusion: A Model for Layer Fusion in Convolutional Neural Networks. IEEE Access 9 (2021)
Hugh Mair, Shinichiro Shiratake, Eric Karl, Thomas Burd, Jonathan Chang, Debbie Marr, Samuel Naffziger, Henk Corporaal, Ken Takeuchi, Naresh R. Shanbhag
SE1: What Technologies Will Shape the Future of Computing? ISSCC (2021)
Mark Wijtvliet, Henk Corporaal, Akash Kumar
CGRA-EAM - Rapid Energy and Area Estimation for Coarse-grained Reconfigurable Architectures. ACM Trans. Reconfigurable Technol. Syst. 14 (4) (2021)
Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal
Modeling FPGA-Based Systems via Few-Shot Learning. FPGA (2021)
Michel van Lier, Alexios Balatsoukas-Stimming, Henk Corporaal, Zoran Zivkovic
OPTCOMNET: Optimized Neural Networks for Low-Complexity Channel Estimation. ICC (2020)
Lorenzo Chelini, Tobias Gysi, Tobias Grosser, Martin Kong, Henk Corporaal
Automatic Generation of Multi-Objective Polyhedral Compiler Transformations. PACT (2020)
Konrad Komisarczyk, Lorenzo Chelini, Kanishkan Vadivel, Roel Jordans, Henk Corporaal
PET-to-MLIR: A polyhedral front-end for MLIR. DSD (2020)
Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal
Declarative Loop Tactics for Domain-specific Optimization. ACM Trans. Archit. Code Optim. 16 (4) (2020)
Savvas Sioutas, Sander Stuijk, Twan Basten, Henk Corporaal, Lou J. Somers
Schedule Synthesis for Halide Pipelines on GPUs. ACM Trans. Archit. Code Optim. 17 (3) (2020)
Martin Roa Villescas, Bert de Vries, Sander Stuijk, Henk Corporaal
Real-time audio processing for hearing aids using a model-based bayesian inference framework. SCOPES (2020)
Savvas Sioutas, Sander Stuijk, Twan Basten, Lou J. Somers, Henk Corporaal
Programming tensor cores from an image processing DSL. SCOPES (2020)
Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling. FPL (2020)
Berk Ulker, Sander Stuijk, Henk Corporaal, Rob Wijnhoven
Reviewing inference performance of state-of-the-art deep learning frameworks. SCOPES (2020)
Sayandip De, Sajid Mohamed, Konstantinos Bimpisidis, Dip Goswami, Twan Basten, Henk Corporaal
Approximation Trade Offs in an Image-Based Control System. DATE (2020)
Jintao Yu, Razvan Nane, Imran Ashraf, Mottaqiallah Taouil, Said Hamdioui, Henk Corporaal, Koen Bertels
Skeleton-Based Synthesis Flow for Computation-in-Memory Architectures. IEEE Trans. Emerg. Top. Comput. 8 (2) (2020)
Sayandip De, Sajid Mohamed, Dip Goswami, Henk Corporaal
Approximation-Aware Design of an Image-Based Control System. IEEE Access 8 (2020)
Ali BanaGozar, Kanishkan Vadivel, Joonas Multanen, Pekka Jääskeläinen, Sander Stuijk, Henk Corporaal
System Simulation of Memristor Based Computation in Memory Platforms. SAMOS (2020)
Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal
TDO-CIM: Transparent Detection and Offloading for Computation In-memory. CoRR (2020)
Barry de Bruin, Zoran Zivkovic, Henk Corporaal
Quantization of Deep Neural Networks for Accumulator-constrained Processors. CoRR (2020)
Patrick W. A. Wijnings, Sander Stuijk, Bert de Vries, Henk Corporaal
Approximate Inference by Kullback-Leibler Tensor Belief Propagation. ICASSP (2020)
Barry de Bruin, Kamlesh Singh, Jos Huisken, Henk Corporaal
BrainWave: an energy-efficient EEG monitoring system - evaluation and trade-offs. ISLPED (2020)
Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal
NERO: A Near High-Bandwidth Memory Stencil Accelerator for Weather Prediction Modeling. CoRR (2020)
Kanishkan Vadivel, Lorenzo Chelini, Ali BanaGozar, Gagandeep Singh, Stefano Corda, Roel Jordans, Henk Corporaal
TDO-CIM: Transparent Detection and Offloading for Computation In-memory. DATE (2020)
Barry de Bruin, Zoran Zivkovic, Henk Corporaal
Quantization of deep neural networks for accumulator-constrained processors. Microprocess. Microsystems 72 (2020)
Stefano Corda, Bram Veenboer, Ahsan Javed Awan, Akash Kumar, Roel Jordans, Henk Corporaal
Near Memory Acceleration on High Resolution Radio Astronomy Imaging. CoRR (2020)
Stefano Corda, Bram Veenboer, Ahsan Javed Awan, Akash Kumar, Roel Jordans, Henk Corporaal
Near Memory Acceleration on High Resolution Radio Astronomy Imaging. MECO (2020)
Michel van Lier, Luc Waeijen, Henk Corporaal
Bitwise Neural Network Acceleration: Opportunities and Challenges. MECO (2019)
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal
Platform Independent Software Analysis for Near Memory Computing. DSD (2019)
Ali BanaGozar, Kanishkan Vadivel, Sander Stuijk, Henk Corporaal, Stephan Wong, Muath Abu Lebdeh, Jintao Yu, Said Hamdioui
CIM-SIM: Computation In Memory SIMuIator. SCOPES (2019)
Sajid Mohamed, Sayandip De, Konstantinos Bimpisidis, Vishak Nathan, Dip Goswami, Henk Corporaal, Twan Basten
IMACS: A Framework for Performance Evaluation of Image Approximation in a Closed-loop System. MECO (2019)
Savvas Sioutas, Sander Stuijk, Luc Waeijen, Twan Basten, Henk Corporaal, Lou J. Somers
Schedule Synthesis for Halide Pipelines through Reuse Analysis. ACM Trans. Archit. Code Optim. 16 (2) (2019)
Mahsa Mousavi, Hamid Reza Pourshaghaghi, Henk Corporaal, Akash Kumar
Scatter Scrubbing: A Method to Reduce SEU Repair Time in FPGA Configuration Memory. DFT (2019)
Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra
Near-memory computing: Past, present, and future. Microprocess. Microsystems 71 (2019)
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal
Memory and Parallelism Analysis Using a Platform-Independent Approach. SCOPES (2019)
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal
Memory and Parallelism Analysis Using a Platform-Independent Approach. CoRR (2019)
Kanishkan Vadivel, Roel Jordans, Sander Stuijk, Henk Corporaal, Pekka Jääskeläinen, Heikki Kultala
Towards Efficient Code Generation for Exposed Datapath Architectures. SCOPES (2019)
Patrick W. A. Wijnings, Sander Stuijk, Bert de Vries, Henk Corporaal
Robust Bayesian Beamforming for Sources at Different Distances with Applications in Urban Monitoring. ICASSP (2019)
Gagandeep Singh, Dionysios Diamantopoulos, Sander Stuijk, Christoph Hagleitner, Henk Corporaal
Low Precision Processing for High Order Stencil Computations. SAMOS (2019)
Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Sander Stuijk, Henk Corporaal
NARMADA: Near-Memory Horizontal Diffusion Accelerator for Scalable Stencil Computations. FPL (2019)
Mahsa Mousavi, Sayandip De, Hamid Reza Pourshaghaghi, Henk Corporaal
Fault Tolerant FPGAs: Where to Spend the Effort? DSD (2019)
Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal
Platform Independent Software Analysis for Near Memory Computing. CoRR (2019)
Luc Waeijen, Savvas Sioutas, Yifan He, Maurice Peemen, Henk Corporaal
Automatic Memory-Efficient Scheduling of CNNs. SAMOS (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Henk Corporaal