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Henk Corporaal
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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:
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