A Parallel BP Neural Network Based on the FPGA
文献类型：会议论文
| 作者 | Qian Xiang-Ping2; Guo Yu-Hui1 ; Zhou De-Tai1; Zeng Xian-Qiang1; Yarlagadda, P; Kim, YH
|
| 出版日期 | 2013 |
| 关键词 | Neural network Field programmable gate array(FPGA) Back Propagation algorithm Parallel architecture System On Programmable Chip(SOPC) |
| 卷号 | 239-240 |
| DOI | 10.4028/www.scientific.net/AMM.239-240.1541 |
| 页码 | 1541-+ |
| 英文摘要 | This paper, with the analysis of BP neural network learning and execution algorithm on single computer unit, a parallel neural network on many computer units is constructed, a system on programmable chip based on FPGA and uClinux is provided. Because it's flexibility and reliability, this parallel neural network can be widely used where there is a large quantity of data to be processed. In addition to it, the system based on the SOPC has good versatility and easy to transplant because the reconfiguration of the hardware logic and software system. |
| 会议录 | MEASUREMENT TECHNOLOGY AND ITS APPLICATION, PTS 1 AND 2
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| 会议录出版者 | TRANS TECH PUBLICATIONS LTD |
| 会议录出版地 | KREUZSTRASSE 10, 8635 DURNTEN-ZURICH, SWITZERLAND |
| 语种 | 英语 |
| WOS研究方向 | Automation & Control Systems ; Instruments & Instrumentation |
| WOS记录号 | WOS:000317629800288 |
| 源URL | [http://119.78.100.186/handle/113462/58567]  |
| 专题 | 中国科学院近代物理研究所 |
| 通讯作者 | Guo Yu-Hui |
| 作者单位 | 1.Chinese Acad Sci, Inst Modern Phys, 509 Nanchang Rd, Lanzhou, Gansu, Peoples R China 2.Lanzhou Univ, Sch Nucl Sci & Technol, Lanzhou, Gansu, Peoples R China |
| 推荐引用方式 GB/T 7714 | Qian Xiang-Ping,Guo Yu-Hui,Zhou De-Tai,et al. A Parallel BP Neural Network Based on the FPGA[C]. 见:. |
入库方式： OAI收割
来源：近代物理研究所
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