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• W2890624533 abstract "This article deals with the evaluation of FPGAs resurgence for hardware acceleration applied to computed tomography on the back-projection operator used in iterative reconstruction algorithms. We focus our attention on the tools developed by FPGAs manufacturers, in particular the Intel FPGA SDK for OpenCL, that promises a new level of hardware abstraction from the developer’s perspective, allowing a software-like programming of FPGAs. Our first contribution is to propose an accurate memory benchmark. This is followed by an evaluation of different custom OpenCL implementations of the back-projection algorithm. With some clues on memory fetching and coalescing, we then fine-tune designs to improve performance. Finally, a comparison is made with GPU implementations, and a preliminary conclusion is drawn on the future of FPGAs for computed tomography." @default.
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• W2890624533 date "2018-09-03" @default.
• W2890624533 modified "2023-10-18" @default.
• W2890624533 title "3D Tomography Back-Projection Parallelization on Intel FPGAs Using OpenCL" @default.
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• W2890624533 doi "https://doi.org/10.1007/s11265-018-1403-6" @default.
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