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Power/Performance Exploration of Single-core and Multi-core Processor Approaches for Biomedical Signal Processing

机译:用于生物医学信号处理的单核和多核处理器方法的功率/性能探索

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This study presents a single-core and a multi-core processor architecture for health monitoring systems where slow biosignal events and highly parallel computations exist. The single-core architecture is composed of a processing core (PC), an instruction memory (IM) and a data memory (DM), while the multi-core architecture consists of PCs, individual IMs for each core, a shared DM and an interconnection crossbar between the cores and the DM. These architectures are compared with respect to power vs performance trade-offs for a multi-lead electrocardiogram signal conditioning application exploiting near threshold computing. The results show that the multi-core solution consumes 66% less power for high computation requirements (50.1 MOps/s), whereas 10.4% more power for low computation needs (681 kOps/s).
机译:这项研究提出了一种用于健康监测系统的单核和多核处理器体系结构,其中存在缓慢的生物信号事件和高度并行的计算。单核体系结构由处理内核(PC),指令存储器(IM)和数据存储器(DM)组成,而多核体系结构则由PC,每个内核的单个IM,一个共享DM和一个核心与DM之间的互连交叉开关。针对利用近阈值计算的多导联心电图信号调理应用,将这些架构在功率与性能之间进行权衡。结果表明,多核解决方案在高计算需求(50.1 MOps / s)时功耗降低66%,而在低计算需求(681 kOps / s)时功耗高10.4%。

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