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{2019},

Memory-aware Weight Pruning for Deep Neural Networks.

Thomas Hartenstein and Daniel Maier and Biagio Cosenza and Ben Juurlink

PARS-Mitteilungen, (to appear) 2019,

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2022

Motion-Based Object Location on a Smart Image Sensor Using On-Pixel Memory

Valenzuela, Wladimir and Saavedra, Antonio and Zarkesh-Ha, Payman and Figueroa, Miguel

Sensors, 6538. 2022

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Model-Based Loop Perforation

Maier, Daniel and Juurlink, Ben

Euro-Par 2021: Parallel Processing Workshops. Springer International Publishing, 549–554. 2022

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FLEXDP: flexible frequency scaling for energy-delay product optimization of GPU applications

Kaijie Fan and Biagio Cosenza and Ben H. H. Juurlink

CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022. ACM, 177–180. 2022

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2021

Evaluation of high-level languages for general FPGA acceleration

Saavedra, Antonio and Nazar, Gabriel L. and Stawinoga, Nicolai and Juurlink, Ben

Proc. of 17th Int. Summer School on Advanced Computer Architecture and Compilation for High-Performance and Embedded Systems, Fiuggi, Italy (ACACES '21) 2021

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ALONA: Automatic Loop Nest Approximation with Reconstruction and Space Pruning

Daniel Maier and Biagio Cosenza and Ben Juurlink

Euro-Par 2021: Parallel Processing. Springer International Publishing, 3–18. 2021

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2020

DenseDisp: Resource-Aware Disparity Map Estimation by Compressing Siamese Neural Architecture

Mohammad Loni and Ali Zoljodi and Daniel Maier and Amin Majd and Masoud Daneshtalab and Mikael Sjödin and Ben Juurlink and Reza Akbari

IEEE World Congress On Computational Intelligence (WCCI) 2020 2020

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Mining Discriminative K-Mers in DNA Sequences Using Sketches and Hardware Acceleration

Saavedra, Antonio and Lehnert, Hans and Hernández, Cecilia and Carvajal, Gonzalo and Figueroa, Miguel

IEEE Access, 114715–114732. 2020

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Weight Pruning for Deep Neural Networks on GPUs

Hartenstein, Thomas AND Maier, Daniel AND Cosenza, Biagio AND Juurlink, Ben

PARS-Mitteilungen, 51-62. 2020

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2019

Evaluating the Memory Architecture of Next-Generation FPGA-SoCs for HPC

Matthias Göbel and Kai Norman Clasen and Robert Drehmel and Ben Juurlink

Proceedings of the 17th International Conference on High Performance Computing & Simulation (HPCS 2019). Nominee for Outstanding Paper Award. 2019

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A Quantitative Analysis of Processor Memory Bandwidth of an FPGA-MPSoC

Robert Drehmel and Matthias Göbel and Ben Juurlink

Proceedings of the 28th Workshop on Parallel Algorithms, Parallel Computer Structures and Parallel System Software (PARS 2019) 2019

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Reducing DRAM Accesses through Pseudo-Channel Mode

Farzaneh Salehiminapour and Jan Lucas and Matthias Göbel and Ben Juurlink

Proceedings of the 28th Workshop on Parallel Algorithms, Parallel Computer Structures and Parallel System Software (PARS 2019). Best Student Paper Award. 2019

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SLC: Memory Access Granularity Aware Selective Lossy Compression for GPUs

Sohan Lal and Jan Lucas and Ben Juurlink

Proc. IEEE Int. Conf on Design Automation, and Test in Europe,(DATE) 2019

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Predictable GPUs Frequency Scaling for Energy and Performance

Kaijie Fan and Biagio Cosenza and Ben H. H. Juurlink

Proceedings of the 48th International Conference on Parallel Processing, ICPP 2019, Kyoto, Japan, August 05-08, 2019. ACM, 52:1–52:10. 2019

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Ältere Publikationen

Ältere Publikationen von Prof. Juurlink finden sich hier.

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