A DSP-based Neural Network Signal Processing System

被引:0
|
作者
Zhang Jinwen Ma Yuanliang (Northwestern Polytechnical University
机构
基金
中国国家自然科学基金;
关键词
ANN; Parallel processing; Shared memory; Processing Elements(PE);
D O I
暂无
中图分类号
TP183 [人工神经网络与计算]; TP368.12 [];
学科分类号
081104 ; 0812 ; 081201 ; 0835 ; 1405 ;
摘要
Implementation of artificial neural network(ANN)is very important to theoretical studyand applications of ANN.On the basis of studying existing methods,this paper concentrateson the DSP-based virtual implementation of ANN.A parallel processing system composed ofTMS320C30 has been designed and configured,which ean provide a peak speed as high as100 MFLOPS and a parallel efficiency of 90%(during the forward phase of BP),and can heused for sonar signal processing.Scalability of the system is also studied.
引用
收藏
页码:41 / 43
页数:3
相关论文
共 50 条
  • [21] DSP-based arrhythmia classification using wavelet transform and probabilistic neural network
    Antonio Gutierrez-Gnecchi, Jose
    Morfin-Magana, Rodrigo
    Lorias-Espinoza, Daniel
    del Carmen Tellez-Anguiano, Adriana
    Reyes-Archundia, Enrique
    Mendez-Patino, Arturo
    Castaneda-Miranda, Rodrigo
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2017, 32 : 44 - 56
  • [22] Implementation of DSP-based fuzzy neural network-PI controller for PMSM
    Gencer, Cetin
    ENERGY EDUCATION SCIENCE AND TECHNOLOGY PART A-ENERGY SCIENCE AND RESEARCH, 2012, 29 (02): : 1177 - 1182
  • [23] DSP-based active vision system
    Xia, Xuan
    Liu, Huaping
    Xu, Weiming
    Sun, Fuchun
    Jiqiren/Robot, 2012, 34 (03): : 354 - 362
  • [24] A DSP-based mixed-signal waveform generator
    Yeary, AB
    Fink, RJ
    Beck, D
    Guidry, DW
    Burns, M
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2004, 53 (03) : 665 - 671
  • [25] Design an Open DSP-based System to Acquire and Process the Bioelectric Signal in Realtime
    Nguyen Vu Huy Toan
    Trinh Quang Duc
    2016 3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING (BME-HUST), 2016, : 90 - 94
  • [26] Design and implementation of DSP-based IRFPA video image digital processing system
    Li, Q
    Guo, JC
    Guan, X
    Liu, H
    Tong, YQ
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 6059 - 6062
  • [27] Neural network-based residue number signal processing system
    Yao, Tianren
    High Technology Letters, 1995, 5 (07):
  • [28] Hardware Design of Signal Processing System Based on DSP
    Ming, Hou
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS, 2009, : 834 - 837
  • [29] Hardware Design of Signal Processing System Based on DSP
    Ming, Hou
    ICECT: 2009 INTERNATIONAL CONFERENCE ON ELECTRONIC COMPUTER TECHNOLOGY, PROCEEDINGS, 2009, : 710 - 713
  • [30] Development of signal processing system based on DSP and FPGA
    Research Institute of Information Fusion, Naval Aeronautical Engineering Institute, Yantai 264001, China
    Yi Qi Yi Biao Xue Bao, 2007, 5 (918-922):