| MPSoC软硬件划分的自动波竞争神经网络算法 |
| |
| 引用本文： | 常政威,谢晓娜,桑楠,熊光泽.MPSoC软硬件划分的自动波竞争神经网络算法[J].电子科技大学学报(社会科学版),2010(5). |
| |
| 作者姓名： | 常政威 谢晓娜 桑楠 熊光泽 |
| |
| 作者单位： | 四川电力试验研究院;电子科技大学计算机科学与工程学院;郑州大学体育学院; |
| |
| 基金项目： | 国家863计划(2006AA01Z173,2007AA01Z131) |
| |
| 摘 要： | 针对基于可重用组件的MPSoC软硬件划分问题,提出了一种采用自动波竞争神经网络的优化算法。先将软硬件划分问题转化为图论中的多约束最短路径问题,然后重新设计神经网络中的自动波机制,从组件库中为系统中的每个任务模块选择合适的软件构件或IP核,在系统成本和实时性约束下,使得MPSoC功耗最优。该算法具有并行化、无参数、易于硬件实现的特点,可获得MPSoC软硬件划分问题的最优解。
|
| 关 键 词： | 自动波竞争神经网络 组件 软硬件划分 多约束最短路径 多处理器片上系统 |
Hardware-Software Partitioning of MPSoC Using Autowave Competition Neural Networks |
| |
| CHANG Zheng-wei,XIE Xiao-na,SANG Nan, XIONG Guang-ze.Hardware-Software Partitioning of MPSoC Using Autowave Competition Neural Networks[J].Journal of University of Electronic Science and Technology of China(Social Sciences Edition),2010(5). |
| |
| Authors: | CHANG Zheng-wei XIE Xiao-na SANG Nan XIONG Guang-ze |
| |
| Institution: | CHANG Zheng-wei1,XIE Xiao-na2,3,SANG Nan2,, XIONG Guang-ze2 (1.Sichuan Electric Power Test , Research Institute Chengdu 610072,2.School of Computer Science , Engineering,University of Electronic Science , Technology of China Chengdu 610054,3.Physical Education College,Zhengzhou University Zhengzhou 450044) |
| |
| Abstract: | A hardware-software partitioning algorithm using autowave competition neural networks is proposed for MPSoCs based on reusable components.The partitioning problem is formulated as a multiconstrained shortest path problem.The autowaves are designed specially to allocate a software component or IP core to each task module from a components library,such that the power consumption of the MPSoC is minimized subject to cost and timing constraints.This algorithm could obtain the globally optimal solution,and it is... |
| |
| Keywords: | autowave competition neural networks component hardware-software partitioning multi-constrained shortest path multiprocessor system-on-chip |
| 本文献已被 CNKI 等数据库收录！ |
|
