Personal page of Bart Mesman


Assistant professor



List of publications

The Neuro Vector Engine: Flexibility to Improve Convolutional Net Efficiency for Wearable Vision
Maurice Peemen, Runbin Shi, Sohan Lal, Ben Juurlink, Bart Mesman, and Henk Corporaal, Design, Automation and Test in Europe (DATE), 2016
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Tags: SIMD, VLIW, Convolutional Networks, Accelerator, Locality, ultra-low power



VLIW Code Generation for a Convolutional Network Accelerator
Maurice Peemen, Wisnu Pramadi, Bart Mesman, and Henk Corporaal, 18th International Workshop on Software and Compilers for Embedded Systems (SCOPES), 2015
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Tags: Code Generation, VLIW, Convolutional Networks, Compilation, Software Pipelining



Inter-Tile Reuse Optimization Applied to Bandwidth Constrained Embedded Accelerators
Maurice Peemen, Bart Mesman, Henk Corporaal, DATE '15: Design, Automation and Test in Europe, 2015
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Tags: FPGA, Data Reuse, High-Level Synthesis, Tiling, Interchange



A Data-Reuse Aware Accelerator for Large-Scale Convolutional Networks
Maurice Peemen, Bart Mesman, and Henk Corporaal, NeuroArch Workshop at ISCA, 2014
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Tags: Convolutional Networks, Data Reuse, Fusion, Recomputation



Optimal Iteration Scheduling for Intra- and Inter-Tile Reuse in Nested Loop Accelerators
Maurice Peemen Bart Mesman, and Henk Corporaal, Technical Report ESR-2013-3, 2013
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Tags: accelerators, Inter-Tile Reuse, Temporal Locality, High-Level Synthesis



Memory-Centric Accelerator Design for Convolutional Neural Networks
Maurice Peemen, Arnaud A. A. Setio, Bart Mesman and Henk Corporaal, IEEE International Conference on Computer Design (ICCD), 2013
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Tags: FPGA, Memory hierarchy, loop tiling, accelerators, Convolutional Neural Networks



GPU-Vote: A Framework for Accelerating Voting Algorithms on GPU
Gert-Jan van den Braak, Cedric Nugteren, Bart Mesman and Henk Corporaal, Euro-Par, 2012
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Tags: GPU, Voting Algorithms, hough transform, Histogram



Scheduling for Register File Energy Minimization in Explicit Datapath Architectures
Dongrui She, Yifan He, Bart Mesman, Henk Corporaal, Design, Automation and Test in Europe (DATE), 2012
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Tags: TTA, Code Generation, Low Power, Register File



Demo: An embedded vision system for high frame rate visual servoing
Z. Ye, Y. He, R. Pieters, B. Mesman, H. Corporaal, and P. Jonker, the 5th ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC’11), 2011

Tags: FPGA, visual servoing, demo



Bottlenecks and Tradeoffs in Ultra High Frame Rate Visual Servoing: A Case Study
Z. Ye, Y. He, R. Pieters, B. Mesman, H. Corporaal, and P. Jonker, the 12th IAPR Conference on Machine Vision Applications (MVA’11), 2011

Tags: FPGA, visual servoing



Energy Efficient Code Generation for Processors with Exposed Datapath
Dongrui She, Yifan He, Bart Mesman, Henk Corporaal, 9th Workshop on Optimizations for DSP and Embedded Systems (ODES-9), 2011
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Tags: TTA, Code Generation, Low Power



Efficiency Optimization of Trainable Feature Extractors for a Consumer Platform
Maurice Peemen, Bart Mesman, Henk Corporaal, in Proceedings of the 13th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS’11), Ghent, Belgium, 2011
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Tags: GPU, vision, neural networks



Fast Hough Transform on GPUs: Exploration of Algorithm Trade-Offs
Gert-Jan van den Braak, Cedric Nugteren, Bart Mesman, Henk Corporaal, in Proceedings of the 13th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS’11), Ghent, Belgium, 2011
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Tags: GPU, hough transform



Skeleton-based Automatic Parallelization of Image Processing Algorithms for GPUs
C. Nugteren, H.Corporaal and B. Mesman, SAMOS XI: International Conference on Embedded Computer Systems, 2011
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Tags: GPU, skeletons



Feasibility Analysis of Ultra High Frame Rate Visual Servoing on FPGA and SIMD Processor
Y. He, Z. Ye, D. She, B. Mesman, and H. Corporaal, in Proceedings of the 13th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS’11), Ghent, Belgium, 2011

Tags: FPGA, application, vision, SIMD



MOVE-Pro: a Low Power and High Code Density TTA Architecture
Y. He, D. She, B. Mesman, and H. Corporaal, in Proceedings of the 11th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS’11), Samos, Greece, 2011
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Tags: TTA, architecture, power, low energy



Speed Sign Detection and Recognition by Convolutional Neural Networks
M. Peemen, B. Mesman, H. Corporaal, International Automotive Congress, 2011
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Tags: GPU, application, neural networks



High Performance Predictable Histogramming on GPUs: Exploring and Evaluating Algorithm Trade-offs
C. Nugteren, G.J.W.v.d. Braak, H. Corporaal and B. Mesman, GPGPU: Fourth Workshop on General Purpose Processing on Graphics Processing Units at ASPLOS'11, 2011
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Tags: GPU, application, Histogram



Fast Huffman Decoding by Exploiting Data Level Parallelism
Tim Drijvers, Carlos Alba Pinto, Henk Corporaal, Bart Mesman, Gert-Jan van den Braak, SAMOS, 2010
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Tags: SIMD, Huffman



1000 fps Visual Servoing on the Reconfigurable Wide SIMD Processor
Y. He, Z. Ye, D. She, R. Pieters, B. Mesman, and H. Corporaal, in Proceedings of the 16th Annual Conference of the Advanced School for Computing and Imaging (ASCI’10), Veldhoven, the Netherlands, 2010
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Tags: SIMD, application, vision



Compile-time GPU memory access optimizations
Gert-Jan van den Braak, Bart Mesman, Henk Corporaal, International Conference on Embedded Computer Systems: Architecture, Modelling and Simulation (SAMOS) , 2010
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Tags: GPU, memory, auto-tuning



Analyzing CUDA's Compiler through the Visualization of Decoded GPU Binaries
C. Nugteren, B. Mesman and H.Corporaal, ODES-8: Proceedings of the 8th Workshop on Optimizations for DSP and Embedded Systems at CGO '10 , 2010
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Tags: GPU, CUDA



Real-Time Hough Transform on 1-D SIMD Processors: Implementation and Architecture Exploration
Y. He, Z. Zivkovic, R. Kleihorst, A. Danilin, H. Corporaal, and Bart Mesman, in Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS’08), LNCS, Vol. 5259, pp. 254-265, Juan-les-Pins, France, 2008
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Tags: Xetal, hough transform