Dynamic Power Management for Neuromorphic Many-Core Systems

Sebastian Höppner; Bernhard Vogginger; Yexin Yan; Andreas Dixius; Stefan Scholze; Johannes Partzsch; Felix Neumärker; Stephan Hartmann; Stefan Schiefer; Georg Ellguth; Love Cederstroem; Luis A. Plana; Jim Garside; Steve Furber; Christian Mayr

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Dynamic Power Management for Neuromorphic Many-Core Systems

机译：神经形态多核系统的动态电源管理

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摘要

This paper presents a dynamic power management architecture for neuromorphic many-core systems, such as SpiNNaker. A fast dynamic voltage and frequency scaling (DVFS) technique is presented which allows the processing elements (PEs) to change their supply

机译：本文提出了针对神经形态多核系统（例如SpiNNaker）的动态电源管理架构。提出了一种快速动态电压和频率缩放（DVFS）技术，该技术允许处理元件（PE）更改其电源

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《IEEE transactions on circuits and systems . I , Regular papers》 |2019年第8期|2973-2986|共14页
作者
Sebastian Höppner; Bernhard Vogginger; Yexin Yan; Andreas Dixius; Stefan Scholze; Johannes Partzsch; Felix Neumärker; Stephan Hartmann; Stefan Schiefer; Georg Ellguth; Love Cederstroem; Luis A. Plana; Jim Garside; Steve Furber; Christian Mayr;
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作者单位

Faculty of Electrical and Computer Engineering Technische Universität Dresden Dresden Germany;

Faculty of Electrical and Computer Engineering Technische Un;

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正文语种 eng
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关键词
Neuromorphics; Neurons; Computer architecture; Synapses; Clocks; Power system management; Software;

机译：神经形态学神经元;计算机架构;突触;时钟;电力系统管理;软件;

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1. Power Modeling and Runtime Performance Optimization of Power Limited Many-Core Systems Based on a Dynamic Adaptive Approach [J] . Arghavan Asad, Mahmood Fathy, Mohammad Reza Jahed-Motlagh, Journal of Low Power Electronics . 2017,第2期

机译：基于动态自适应方法的电力有限多核系统功率建模与运行时性能优化
2. Reliability-Aware Runtime Power Management for Many-Core Systems in the Dark Silicon Era [J] . Very Large Scale Integration (VLSI) Systems, IEEE Transactions on . 2017,第2期

机译：黑暗硅时代多核系统的可靠性意识运行时电源管理
3. Accuracy-Aware Power Management for Many-Core Systems Running Error-Resilient Applications [J] . Anil Kanduri, Mohammad-Hashem Haghbayan, Amir M. Rahmani, IEEE transactions on very large scale integration (VLSI) systems . 2017,第10期

机译：运行防错应用程序的多核系统的精度感知电源管理
4. Software-defined PMC for runtime power management of a many-core neuromorphic platform [C] . Indar Sugiarto, Delong Shang, Amit Kumar Singh, International Conference on Computer Engineering and Systems . 2017

机译：用于多核神经形态平台的运行时电源管理的软件定义PMC
5. Dynamic resource management for high-performance many-core packet processing systems. [D] . Wu, Qiang. 2011

机译：高性能多核数据包处理系统的动态资源管理。
6. Structural Plasticity on the SpiNNaker Many-Core Neuromorphic System [O] . Petruț A. Bogdan, Andrew G. D. Rowley, Oliver Rhodes, 2018

机译：SpiNNaker多核神经形态系统的结构可塑性
7. Software-defined PMC for Runtime Power Management of a Many-core Neuromorphic Platform [O] . Sugiarto, Indar, Shang, Delong, Singh, Amit Kumar, 2017

机译：软件定义的pmC，用于多核神经形态平台的运行时电源管理

Dynamic Power Management for Neuromorphic Many-Core Systems

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