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Sander Stuijk
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Publications
- 2023
- [j36]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): 246-261 (2023) - [c111]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: 396-401 - [c110]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 K. Gürkaynak, 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: 1-6 - [c108]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: 1-6 - 2022
- [j35]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): 39:1-39:27 (2022) - [c106]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: 1467-1472 - [c105]Martin Roa Villescas, Patrick W. A. Wijnings, Sander Stuijk, Henk Corporaal:
Partial Evaluation in Junction Trees. DSD 2022: 429-437 - [c104]Sherif Eissa, Sander Stuijk, Henk Corporaal:
DNAsim: Evaluation Framework for Digital Neuromorphic Architectures. DSD 2022: 438-445 - [c101]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu:
LEAPER: Fast and Accurate FPGA-based System Performance Prediction via Transfer Learning. ICCD 2022: 499-508 - [c100]Berk Ulker, Sander Stuijk, Henk Corporaal, Rob G. J. Wijnhoven:
Accelerating Video Object Detection by Exploiting Prior Object Locations. ICIAP (2) 2022: 657-668 - [c99]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: 320-336 - [i7]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 abs/2205.07394 (2022) - [i6]Wei Sun, Ang Li, Tong Geng, Sander Stuijk, Henk Corporaal:
Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors. CoRR abs/2206.02874 (2022) - [i5]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Henk Corporaal, Onur Mutlu:
LEAPER: Modeling Cloud FPGA-based Systems via Transfer Learning. CoRR abs/2208.10606 (2022) - [i4]Manil Dev Gomony, Floran de Putter, Anteneh Gebregiorgis, Gianna Paulin, Linyan Mei, Vikram Jain, Said Hamdioui, Victor Sanchez, Tobias Grosser, Marc Geilen, Marian Verhelst, Frank K. Zenke, Frank K. Gürkaynak, Barry de Bruin, Sander Stuijk, Simon Davidson, Sayandip De, Mounir Ghogho, Alexandra Jimborean, Sherif Eissa, Luca Benini, Dimitrios Soudris, Rajendra Bishnoi, S. Ainsworth, Federico Corradi, Ouassim Karrakchou, Tim Güneysu, Henk Corporaal:
CONVOLVE: Smart and seamless design of smart edge processors. CoRR abs/2212.00873 (2022) - 2021
- [j31]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): 15:1-15:26 (2021) - [c98]Sherif Eissa, Sander Stuijk, Henk Corporaal:
Hardware Approximation of Exponential Decay for Spiking Neural Networks. AICAS 2021: 1-4 - [c97]Wei Sun, Savvas Sioutas, Sander Stuijk, Andrew Nelson, Henk Corporaal:
Efficient Tensor Cores support in TVM for Low-Latency Deep learning. DATE 2021: 120-123 - [c95]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal:
Modeling FPGA-Based Systems via Few-Shot Learning. FPGA 2021: 146 - [c93]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: 4480-4484 - [c92]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: 20721-20732 - [c91]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: 236-241 - [i3]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 abs/2107.08716 (2021) - 2020
- [j29]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): 23:1-23:25 (2020) - [c90]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: 9-17 - [c89]Patrick W. A. Wijnings, Sander Stuijk, Bert de Vries, Henk Corporaal:
Approximate Inference by Kullback-Leibler Tensor Belief Propagation. ICASSP 2020: 5850-5854 - [c88]Ali BanaGozar, Kanishkan Vadivel, Joonas Multanen, Pekka Jääskeläinen, Sander Stuijk, Henk Corporaal:
System Simulation of Memristor Based Computation in Memory Platforms. SAMOS 2020: 152-168 - [c87]Savvas Sioutas, Sander Stuijk, Twan Basten, Lou J. Somers, Henk Corporaal:
Programming tensor cores from an image processing DSL. SCOPES 2020: 36-41 - [c86]Berk Ulker, Sander Stuijk, Henk Corporaal, Rob G. J. Wijnhoven:
Reviewing inference performance of state-of-the-art deep learning frameworks. SCOPES 2020: 48-53 - [c85]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: 82-85 - [e12]Sander Stuijk, Henk Corporaal:
SCOPES '20: 23rd International Workshop on Software and Compilers for Embedded Systems, St. Goar, Germany, May 25-26, 2020. ACM 2020, ISBN 978-1-4503-7131-5 [contents] - [i2]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 abs/2009.08241 (2020) - 2019
- [j28]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) - [j27]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): 10:1-10:22 (2019) - [c84]Gagandeep Singh, Juan Gómez-Luna, Giovanni Mariani, Geraldo F. Oliveira, Stefano Corda, Sander Stuijk, Onur Mutlu, Henk Corporaal:
NAPEL: Near-Memory Computing Application Performance Prediction via Ensemble Learning. DAC 2019: 27 - [c82]Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Sander Stuijk, Henk Corporaal:
NARMADA: Near-Memory Horizontal Diffusion Accelerator for Scalable Stencil Computations. FPL 2019: 263-269 - [c81]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: 4325-4329 - [c79]Gagandeep Singh, Dionysios Diamantopoulos, Sander Stuijk, Christoph Hagleitner, Henk Corporaal:
Low Precision Processing for High Order Stencil Computations. SAMOS 2019: 403-415 - [c78]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: 1-4 - [c77]Kanishkan Vadivel, Roel Jordans, Sander Stuijk, Henk Corporaal, Pekka Jääskeläinen, Heikki Kultala:
Towards Efficient Code Generation for Exposed Datapath Architectures. SCOPES 2019: 86-89 - [i1]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. CoRR abs/1908.02640 (2019) - 2018
- [c76]Savvas Sioutas, Sander Stuijk, Henk Corporaal, Twan Basten, Lou J. Somers:
Loop transformations leveraging hardware prefetching. CGO 2018: 254-264 - [c73]Gagandeep Singh, Lorenzo Chelini, Stefano Corda, Ahsan Javed Awan, Sander Stuijk, Roel Jordans, Henk Corporaal, Albert-Jan Boonstra:
A Review of Near-Memory Computing Architectures: Opportunities and Challenges. DSD 2018: 608-617 - [c69]João Bastos, Sander Stuijk, Jeroen Voeten, Ramon R. H. Schiffelers, Henk Corporaal:
Exploiting Specification Modularity to Prune the Optimization-Space of Manufacturing Systems. SCOPES 2018: 1-9 - 2017
- [c66]João Bastos, Bram van der Sanden, Olaf Donk, Jeroen Voeten, Sander Stuijk, Ramon R. H. Schiffelers, Henk Corporaal:
Identifying bottlenecks in manufacturing systems using stochastic criticality analysis. FDL 2017: 1-8 - 2016
- [j17]Shreya Adyanthaya, Hadi Alizadeh Ara, João Bastos, Amir R. B. Behrouzian, Róbinson Medina Sánchez, Joost van Pinxten, Bram van der Sanden, Umar Waqas, Twan Basten, Henk Corporaal, Raymond Frijns, Marc Geilen, Dip Goswami, Martijn Hendriks, Sander Stuijk, Michel A. Reniers, Jeroen Voeten:
xCPS: a tool to explore cyber physical systems. SIGBED Rev. 14(1): 81-95 (2016) - [c63]Umar Waqas, Marc Geilen, Sander Stuijk, Joost van Pinxten, Twan Basten, Lou J. Somers, Henk Corporaal:
A Fast Estimator of Performance with Respect to the Design Parameters of Self Re-Entrant Flowshops. DSD 2016: 215-221 - [c62]Francesco Comaschi, Sander Stuijk, Twan Basten, Henk Corporaal:
Robust online face tracking-by-detection. ICME 2016: 1-6 - 2015
- [c57]Francesco Comaschi, Sander Stuijk, Twan Basten, Henk Corporaal:
Online multi-face detection and tracking using detector confidence and structured SVMs. AVSS 2015: 1-6 - [c56]Umar Waqas, Marc Geilen, Jack Kandelaars, Lou J. Somers, Twan Basten, Sander Stuijk, Patrick Vestjens, Henk Corporaal:
A re-entrant flowshop heuristic for online scheduling of the paper path in a large scale printer. DATE 2015: 573-578 - [c54]Shreya Adyanthaya, Hadi Alizadeh Ara, João Bastos, Amir R. B. Behrouzian, Róbinson Medina Sánchez, Joost van Pinxten, Bram van der Sanden, Umar Waqas, Twan Basten, Henk Corporaal, Raymond Frijns, Marc Geilen, Dip Goswami, Sander Stuijk, Michel A. Reniers, Jeroen Voeten:
xCPS: A tool to eXplore Cyber Physical Systems. WESE 2015: 3:1-3:8 - [c53]João Bastos, Sander Stuijk, Jeroen Voeten, Ramon R. H. Schiffelers, Johan Jacobs, Henk Corporaal:
Modeling resource sharing using FSM-SADF. MEMOCODE 2015: 96-101 - [e5]Henk Corporaal, Sander Stuijk:
Proceedings of the 18th International Workshop on Software and Compilers for Embedded Systems, SCOPES 2015, Sankt Goar, Germany, June 1-3, 2015. ACM 2015, ISBN 978-1-4503-3593-5 [contents] - 2014
- [c50]Raymond Frijns, Shreya Adyanthaya, Sander Stuijk, Jeroen Voeten, Marc C. W. Geilen, Ramon R. H. Schiffelers, Henk Corporaal:
Timing analysis of First-Come First-Served scheduled interval-timed Directed Acyclic Graphs. DATE 2014: 1-6 - [c47]Francesco Comaschi, Sander Stuijk, Twan Basten, Henk Corporaal:
A tool for fast ground truth generation for object detection and tracking from video. ICIP 2014: 368-372 - [e4]Henk Corporaal, Sander Stuijk:
17th International Workshop on Software and Compilers for Embedded Systems, SCOPES '14, Sankt Goar, Germany, June 10-11, 2014. ACM 2014, ISBN 978-1-4503-2941-5 [contents] - 2013
- [j8]Yifan He, Dongrui She, Sander Stuijk, Henk Corporaal:
Efficient communication support in predictable heterogeneous MPSoC designs for streaming applications. J. Syst. Archit. 59(10-A): 878-888 (2013) - [j7]Morteza Damavandpeyma, Sander Stuijk, Twan Basten, Marc Geilen, Henk Corporaal:
Schedule-Extended Synchronous Dataflow Graphs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 32(10): 1495-1508 (2013) - [c45]Raymond Frijns, A. L. J. Kamp, Sander Stuijk, Jeroen Voeten, M. Bontekoe, K. J. A. Gemei, Henk Corporaal:
Dataflow-Based Multi-ASIP Platform Approach for Digital Control Applications. DSD 2013: 811-814 - [c43]Shakith Fernando, Mark Wijtvliet, Firew Siyoum, Yifan He, Sander Stuijk, Akash Kumar, Henk Corporaal:
MAMPSX: A demonstration of rapid, predictable HMPSOC synthesis. FPL 2013: 1 - [c42]Francesco Comaschi, Sander Stuijk, Twan Basten, Henk Corporaal:
RASW: A run-time adaptive sliding window to improve Viola-Jones object detection. ICDSC 2013: 1-6 - [c40]Morteza Damavandpeyma, Sander Stuijk, Twan Basten, Marc Geilen, Henk Corporaal:
Throughput-constrained DVFS for scenario-aware dataflow graphs. IEEE Real-Time and Embedded Technology and Applications Symposium 2013: 175-184 - [e3]Henk Corporaal, Sander Stuijk:
International Workshop on Software and Compilers for Embedded Systems, M-SCOPES '13, Sankt Goar, Germany, June 19-21, 2013. ACM 2013, ISBN 978-1-4503-2142-6 [contents] - 2012
- [c39]Yang Yang, Marc Geilen, Twan Basten, Sander Stuijk, Henk Corporaal:
Playing games with scenario- and resource-aware SDF graphs through policy iteration. DATE 2012: 194-199 - [c38]Morteza Damavandpeyma, Sander Stuijk, Twan Basten, Marc Geilen, Henk Corporaal:
Modeling static-order schedules in synchronous dataflow graphs. DATE 2012: 775-780 - [c37]Morteza Damavandpeyma, Sander Stuijk, Marc Geilen, Twan Basten, Henk Corporaal:
Parametric throughput analysis of scenario-aware dataflow graphs. ICCD 2012: 219-226 - [e2]Henk Corporaal, Sander Stuijk:
Workshop on Software and Compilers for Embedded Systems, Map2MPSoC/SCOPES 2012, Sankt Goar, Germany, May 15-16, 2012. ACM 2012, ISBN 978-1-4503-1336-0 [contents] - 2011
- [c34]Ahsan Shabbir, Sander Stuijk, Akash Kumar, Henk Corporaal, Bart Mesman:
An MPSoC design approach for multiple use-cases of throughput constrainted applications. Conf. Computing Frontiers 2011: 20 - [c32]Roel Jordans, Firew Siyoum, Sander Stuijk, Akash Kumar, Henk Corporaal:
An Automated Flow to Map Throughput Constrained Applications to a MPSoC. PPES 2011: 47-58 - [c30]Yang Yang, Marc Geilen, Twan Basten, Sander Stuijk, Henk Corporaal:
Iteration-Based Trade-Off Analysis of Resource-Aware SDF. DSD 2011: 567-574 - [c29]Morteza Damavandpeyma, Sander Stuijk, Twan Basten, Marc Geilen, Henk Corporaal:
Hybrid Code-Data Prefetch-Aware Multiprocessor Task Graph Scheduling. DSD 2011: 583-590 - [c28]Martijn Koedam, Sander Stuijk, Henk Corporaal:
Exploiting Inter and Intra Application Dynamism to Save Energy. DSD 2011: 708-715 - [c27]Firew Siyoum, Benny Akesson, Sander Stuijk, Kees Goossens, Henk Corporaal:
Resource-Efficient Real-Time Scheduling Using Credit-Controlled Static-Priority Arbitration. RTCSA (1) 2011: 309-318 - [e1]Henk Corporaal, Sander Stuijk:
14th International Workshop on Software and Compilers for Embedded Systems, SCOPES '11, St. Goar, Germany, June 27-28, 2011. ACM 2011, ISBN 978-1-4503-0763-5 [contents] - 2010
- [j5]Ahsan Shabbir, Akash Kumar, Sander Stuijk, Bart Mesman, Henk Corporaal:
CA-MPSoC: An automated design flow for predictable multi-processor architectures for multiple applications. J. Syst. Archit. 56(7): 265-277 (2010) - [c24]Ahsan Shabbir, Sander Stuijk, Akash Kumar, Bart D. Theelen, Bart Mesman, Henk Corporaal:
A predictable communication assist. Conf. Computing Frontiers 2010: 97-98 - [c22]Yang Yang, Marc Geilen, Twan Basten, Sander Stuijk, Henk Corporaal:
Automated bottleneck-driven design-space exploration of media processing systems. DATE 2010: 1041-1046 - [c20]Morteza Damavandpeyma, Sander Stuijk, Twan Basten, Marc Geilen, Henk Corporaal:
Thermal-aware scratchpad memory design and allocation. ICCD 2010: 118-124 - 2009
- [c16]Yang Yang, Marc Geilen, Twan Basten, Sander Stuijk, Henk Corporaal:
Exploring trade-offs between performance and resource requirements for synchronous dataflow graphs. ESTIMedia 2009: 96-105 - 2007
- [c14]Sander Stuijk, Twan Basten, Marc Geilen, Henk Corporaal:
Multiprocessor Resource Allocation for Throughput-Constrained Synchronous Dataflow Graphs. DAC 2007: 777-782 - 2005
- [c6]Stefan Valentin Gheorghita, Sander Stuijk, Twan Basten, Henk Corporaal:
Automatic scenario detection for improved WCET estimation. DAC 2005: 101-104
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