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- affiliation: Eindhoven University of Technology, Netherlands
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2020 – today
- 2023
[j79]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): 1133-1146 (2023)- [j78]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) - [c285]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 - [c284]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 - [c283]David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal:
BOMP- NAS: Bayesian Optimization Mixed Precision NAS. DATE 2023: 1-2 - [c282]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 - [c281]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: 463-476 - [i23]David van Son, Floran de Putter, Sebastian Vogel, Henk Corporaal:
BOMP-NAS: Bayesian Optimization Mixed Precision NAS. CoRR abs/2301.11810 (2023) - [i22]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 abs/2303.03509 (2023) - 2022
- [j77]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: 22819-22843 (2022) - [j76]Guoqing Li, Meng Zhang, Jiuyang Wang, Dongpeng Weng, Henk Corporaal:
SCWC: Structured channel weight sharing to compress convolutional neural networks. Inf. Sci. 587: 82-96 (2022) - [j75]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): 1674-1686 (2022) - [j74]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): 2915-2928 (2022) - [j73]Shihua Huang, Luc Waeijen, Henk Corporaal:
How Flexible is Your Computing System? ACM Trans. Embed. Comput. Syst. 21(4): 37:1-37:41 (2022) - [j72]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) - [c280]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 - [c279]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: 1-6 - [c278]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: 1-6 - [c277]Kanishkan Vadivel, Barry de Bruin, Roel Jordans, Henk Corporaal, Pekka Jääskeläinen:
Prebypass: Software Register File Bypassing for Reduced Interconnection Architectures. DSD 2022: 157-164 - [c276]Floran de Putter, Henk Corporaal:
Quantization: how far should we go? DSD 2022: 373-382 - [c275]Martin Roa Villescas, Patrick W. A. Wijnings, Sander Stuijk, Henk Corporaal:
Partial Evaluation in Junction Trees. DSD 2022: 429-437 - [c274]Sherif Eissa, Sander Stuijk, Henk Corporaal:
DNAsim: Evaluation Framework for Digital Neuromorphic Architectures. DSD 2022: 438-445 - [c273]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: 577-584 - [c272]Berk Ulker, Sander Stuijk, Henk Corporaal, Rob G. J. Wijnhoven:
Accelerating Video Object Detection by Exploiting Prior Object Locations. ICIAP (2) 2022: 657-668 - [c271]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 - [c270]Guoqing Li, Jingwei Zhang, Meng Zhang, Henk Corporaal:
An Efficient FPGA Implementation for Real-Time and Low-Power UAV Object Detection. ISCAS 2022: 1387-1391 - [c269]Mohammad Emad, Maurice Peemen, Henk Corporaal:
MoESR: Blind Super-Resolution using Kernel-Aware Mixture of Experts. WACV 2022: 4009-4018 - [i21]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) - [i20]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) - [i19]Floran de Putter, Henk Corporaal:
How to train accurate BNNs for embedded systems? CoRR abs/2206.12322 (2022) - [i18]Maarten Molendijk, Floran de Putter, Henk Corporaal:
Low- and Mixed-Precision Inference Accelerators. CoRR abs/2206.12358 (2022) - [i17]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) - [i16]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 abs/2211.03079 (2022) - [i15]Maarten Molendijk, Floran de Putter, Manil Dev Gomony, Pekka Jääskeläinen, Henk Corporaal:
BrainTTA: A 35 fJ/op Compiler Programmable Mixed-Precision Transport-Triggered NN SoC. CoRR abs/2211.11331 (2022) - [i14]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) - [i13]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 abs/2212.01696 (2022) - 2021
- [j71]Luc Waeijen, Savvas Sioutas, Maurice Peemen, Menno Lindwer, Henk Corporaal:
ConvFusion: A Model for Layer Fusion in Convolutional Neural Networks. IEEE Access 9: 168245-168267 (2021) - [j70]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): 39-48 (2021) - [j69]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): 1107-1121 (2021) - [j68]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) - [j67]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): 19:1-19:28 (2021) - [j66]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): 1039-1051 (2021) - [c268]Sherif Eissa, Sander Stuijk, Henk Corporaal:
Hardware Approximation of Exponential Decay for Spiking Neural Networks. AICAS 2021: 1-4 - [c267]Lorenzo Chelini, Andi Drebes, Oleksandr Zinenko, Albert Cohen, Nicolas Vasilache, Tobias Grosser, Henk Corporaal:
Progressive Raising in Multi-level IR. CGO 2021: 15-26 - [c266]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 - [c265]Sayandip De, Yingkai Huang, Sajid Mohamed, Dip Goswami, Henk Corporaal:
Hardware- and Situation-Aware Sensing for Robust Closed-Loop Control Systems. DATE 2021: 1751-1756 - [c264]Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal:
NMPO: Near-Memory Computing Profiling and Offloading. DSD 2021: 259-267 - [c263]Gagandeep Singh, Dionysios Diamantopoulos, Juan Gómez-Luna, Sander Stuijk, Onur Mutlu, Henk Corporaal:
Modeling FPGA-Based Systems via Few-Shot Learning. FPGA 2021: 146 - [c262]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 - [c261]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: 537-538 - [c260]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 - [c259]Lorenzo Chelini, Martin Kong, Tobias Grosser, Henk Corporaal:
LoopOpt: Declarative Transformations Made Easy. SCOPES 2021: 11-16 - [c258]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 - [c257]Mohammad Emad, Maurice Peemen, Henk Corporaal:
DualSR: Zero-Shot Dual Learning for Real-World Super-Resolution. WACV 2021: 1629-1638 - [i12]Shihua Huang, Luc Waeijen, Henk Corporaal:
How Flexible is Your Computing System. CoRR abs/2106.01139 (2021) - [i11]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 abs/2106.06433 (2021) - [i10]Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal:
NMPO: Near-Memory Computing Profiling and Offloading. CoRR abs/2106.15284 (2021) - [i9]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
- [j65]Sayandip De, Sajid Mohamed, Dip Goswami, Henk Corporaal:
Approximation-Aware Design of an Image-Based Control System. IEEE Access 8: 174568-174586 (2020) - [j64]Barry de Bruin, Zoran Zivkovic, Henk Corporaal:
Quantization of deep neural networks for accumulator-constrained processors. Microprocess. Microsystems 72 (2020) - [j63]Lorenzo Chelini, Oleksandr Zinenko, Tobias Grosser, Henk Corporaal:
Declarative Loop Tactics for Domain-specific Optimization. ACM Trans. Archit. Code Optim. 16(4): 55:1-55:25 (2020) - [j62]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) - [j61]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): 545-558 (2020) - [c256]Lorenzo Chelini, Tobias Gysi, Tobias Grosser, Martin Kong, Henk Corporaal:
Automatic Generation of Multi-Objective Polyhedral Compiler Transformations. PACT 2020: 83-96 - [c255]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: 1602-1605 - [c254]Sayandip De, Sajid Mohamed, Konstantinos Bimpisidis, Dip Goswami, Twan Basten, Henk Corporaal:
Approximation Trade Offs in an Image-Based Control System. DATE 2020: 1680-1685 - [c253]Konrad Komisarczyk, Lorenzo Chelini, Kanishkan Vadivel, Roel Jordans, Henk Corporaal:
PET-to-MLIR: A polyhedral front-end for MLIR. DSD 2020: 551-556 - [c252]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 - [c251]Patrick W. A. Wijnings, Sander Stuijk, Bert de Vries, Henk Corporaal:
Approximate Inference by Kullback-Leibler Tensor Belief Propagation. ICASSP 2020: 5850-5854 - [c250]Michel van Lier, Alexios Balatsoukas-Stimming, Henk Corporaal, Zoran Zivkovic:
OPTCOMNET: Optimized Neural Networks for Low-Complexity Channel Estimation. ICC 2020: 1-6 - [c249]Barry de Bruin, Kamlesh Singh, Jos Huisken, Henk Corporaal:
BrainWave: an energy-efficient EEG monitoring system - evaluation and trade-offs. ISLPED 2020: 181-186 - [c248]Stefano Corda, Bram Veenboer, Ahsan Javed Awan, Akash Kumar, Roel Jordans, Henk Corporaal:
Near Memory Acceleration on High Resolution Radio Astronomy Imaging. MECO 2020: 1-6 - [c247]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 - [c246]Savvas Sioutas, Sander Stuijk, Twan Basten, Lou J. Somers, Henk Corporaal:
Programming tensor cores from an image processing DSL. SCOPES 2020: 36-41 - [c245]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 - [c244]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 - [e6]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] - [i8]Barry de Bruin, Zoran Zivkovic, Henk Corporaal:
Quantization of Deep Neural Networks for Accumulator-constrained Processors. CoRR abs/2004.11783 (2020) - [i7]Stefano Corda, Bram Veenboer, Ahsan Javed Awan, Akash Kumar, Roel Jordans, Henk Corporaal:
Near Memory Acceleration on High Resolution Radio Astronomy Imaging. CoRR abs/2005.04098 (2020) - [i6]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 abs/2007.00060 (2020) - [i5]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)
2010 – 2019
- 2019
- [j60]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) - [j59]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) - [c243]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 - [c242]Mahsa Mousavi, Hamid Reza Pourshaghaghi, Henk Corporaal, Akash Kumar:
Scatter Scrubbing: A Method to Reduce SEU Repair Time in FPGA Configuration Memory. DFT 2019: 1-6 - [c241]Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal:
Platform Independent Software Analysis for Near Memory Computing. DSD 2019: 606-609 - [c240]Mahsa Mousavi, Sayandip De, Hamid Reza Pourshaghaghi, Henk Corporaal:
Fault Tolerant FPGAs: Where to Spend the Effort? DSD 2019: 651-654 - [c239]Mark Wijtvliet, Jos Huisken, Luc Waeijen, Henk Corporaal:
Blocks: Redesigning Coarse Grained Reconfigurable Architectures for Energy Efficiency. FPL 2019: 17-23 - [c238]Gagandeep Singh, Dionysios Diamantopoulos, Christoph Hagleitner, Sander Stuijk, Henk Corporaal:
NARMADA: Near-Memory Horizontal Diffusion Accelerator for Scalable Stencil Computations. FPL 2019: 263-269 - [c237]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 - [c236]Sayandip De, Jos Huisken, Henk Corporaal:
An Automated Approximation Methodology for Arithmetic Circuits. ISLPED 2019: 1-6 - [c235]Michel van Lier, Luc Waeijen, Henk Corporaal:
Bitwise Neural Network Acceleration: Opportunities and Challenges. MECO 2019: 1-5 - [c234]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: 1-4 - [c233]Luc Waeijen, Savvas Sioutas, Yifan He, Maurice Peemen, Henk Corporaal:
Automatic Memory-Efficient Scheduling of CNNs. SAMOS 2019: 387-400 - [c232]Gagandeep Singh, Dionysios Diamantopoulos, Sander Stuijk, Christoph Hagleitner, Henk Corporaal:
Low Precision Processing for High Order Stencil Computations. SAMOS 2019: 403-415 - [c231]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 - [c230]Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal:
Memory and Parallelism Analysis Using a Platform-Independent Approach. SCOPES 2019: 23-26 - [c229]Kanishkan Vadivel, Roel Jordans, Sander Stuijk, Henk Corporaal, Pekka Jääskeläinen, Heikki Kultala:
Towards Efficient Code Generation for Exposed Datapath Architectures. SCOPES 2019: 86-89 - [i4]Bojian Yin, Siebren Schaafsma, Henk Corporaal, H. Steven Scholte, Sander M. Bohté:
LocalNorm: Robust Image Classification through Dynamically Regularized Normalization. CoRR abs/1902.06550 (2019) - [i3]Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal:
Memory and Parallelism Analysis Using a Platform-Independent Approach. CoRR abs/1904.08762 (2019) - [i2]Stefano Corda, Gagandeep Singh, Ahsan Javed Awan, Roel Jordans, Henk Corporaal:
Platform Independent Software Analysis for Near Memory Computing. CoRR abs/1906.10037 (2019) - [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
- [j58]Rik Jongerius, Andreea Anghel, Gero Dittmann, Giovanni Mariani, Erik Vermij, Henk Corporaal:
Analytic Multi-Core Processor Model for Fast Design-Space Exploration. IEEE Trans. Computers 67(6): 755-770 (2018) - [c228]Savvas Sioutas, Sander Stuijk, Henk Corporaal, Twan Basten, Lou J. Somers:
Loop transformations leveraging hardware prefetching. CGO 2018: 254-264 - [c227]Luc Waeijen, Hailong Jiao, Henk Corporaal, Yifan He:
Datawidth-Aware Energy-Efficient Multipliers: A Case for Going Sign Magnitude. DSD 2018: 54-61 - [c226]Mahsa Mousavi, Hamid Reza Pourshaghaghi, Mohammad Tahghighi, Roel Jordans, Henk Corporaal:
A Generic Methodology to Compute Design Sensitivity to SEU in SRAM-Based FPGA. DSD 2018: 221-228 - [c225]Sayandip De, Jos Huisken, Henk Corporaal:
Designing Energy Efficient Approximate Multipliers for Neural Acceleration. DSD 2018: 288-295 - [c224]Barry de Bruin, Zoran Zivkovic, Henk Corporaal:
Quantization of Constrained Processor Data Paths Applied to Convolutional Neural Networks. DSD 2018: 357-364 - [c223]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 - [c222]Zhenyu Ye, Henk Corporaal, Pieter Jonker, Henk Nijmeijer:
Cross-Domain Modeling and Optimization of High-Speed Visual Servo Systems. ICARCV 2018: 1791-1798 - [c221]