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Article Dans Une Revue ACM Computing Surveys Année : 2021

An Overview of Hardware Implementation of Membrane Computing Models

Résumé

The model of membrane computing, also known under the name of P systems, is a bio-inspired large-scale parallel computing paradigm having a good potential for the design of massively parallel algorithms. For its implementation it is very natural to choose hardware platforms that have important inherent parallelism, such as field-programmable gate arrays (FPGAs) or compute unified device architecture (CUDA)-enabled graphic processing units (GPUs). This article performs an overview of all existing approaches of hardware implementation in the area of P systems. The quantitative and qualitative attributes of FPGA-based implementations and CUDA-enabled GPU-based simulations are compared to evaluate the two methodologies.
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Dates et versions

hal-03550487 , version 1 (01-02-2022)

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Gexiang Zhang, Zeyi Shang, Sergey Verlan, Miguel Á. Martínez-Del-Amor, Chengxun Yuan, et al.. An Overview of Hardware Implementation of Membrane Computing Models. ACM Computing Surveys, 2021, 53 (4), pp.90. ⟨10.1145/3402456⟩. ⟨hal-03550487⟩

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