Automated Metabolic P System Placement in FPGA

IF 0.5 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Electrical Control and Communication Engineering Pub Date : 2016-07-01 DOI:10.1515/ecce-2016-0001
Darius Kulakovskis, D. Navakauskas
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引用次数: 3

Abstract

Abstract An original Very High Speed Integrated Circuit Hardware Description Language (VHDL) code generation tool that can be used to automate Metabolic P (MP) system implementation in hardware such as Field Programmable Gate Arrays (FPGA) is described. Unlike P systems, MP systems use a single membrane in their computations. Nevertheless, there are many biological processes that have been successfully modeled by MP systems in software. This is the first attempt to analyze MP system hardware implementations. Two different MP systems are investigated with the purpose of verifying the developed software: the model of glucose–insulin interactions in the Intravenous Glucose Tolerance Test (IVGTT), and the Non-Photochemical Quenching process. The implemented systems’ calculation accuracy and hardware resource usage are examined. It is found that code generation tool works adequately; however, a final decision has to be done by the developer because sometimes several implementation architecture alternatives have to be considered. As an archetypical example serves the IVGTT MP systems’ 21–23 bits FPGA implementation manifesting this in the Digital Signal Processor (DSP), slice, and 4-input LUT usage.
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自动代谢系统在FPGA中的放置
摘要介绍了一种独创的超高速集成电路硬件描述语言(VHDL)代码生成工具,该工具可用于在现场可编程门阵列(FPGA)等硬件上实现代谢性P (MP)系统的自动化。与P系统不同,MP系统在计算中使用单个膜。然而,有许多生物过程已经成功地由MP系统在软件中建模。这是第一次尝试分析MP系统硬件实现。为了验证开发的软件,研究了两种不同的MP系统:静脉葡萄糖耐量试验(IVGTT)中葡萄糖-胰岛素相互作用模型,以及非光化学猝灭过程。检验了所实现系统的计算精度和硬件资源的使用情况。发现代码生成工具工作良好;然而,最终的决定必须由开发人员做出,因为有时必须考虑多个实现体系结构备选方案。作为典型的例子,IVGTT MP系统的21-23位FPGA实现在数字信号处理器(DSP)、切片和4输入LUT使用中体现了这一点。
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来源期刊
Electrical Control and Communication Engineering
Electrical Control and Communication Engineering ENGINEERING, ELECTRICAL & ELECTRONIC-
自引率
14.30%
发文量
0
审稿时长
12 weeks
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