• DocumentCode
    1566230
  • Title

    A DSWN-Based Specific-Purpose Neural Computing System

  • Author

    Shoujue, Wang ; Weijun, Li ; Xu, Chen

  • Author_Institution
    Inst. of Semicond., Chinese Acad. of Sci., Beijing
  • Volume
    3
  • fYear
    2005
  • Firstpage
    1490
  • Lastpage
    1493
  • Abstract
    The double synapse weighted neuron (DSWN) is a kind of general-purpose neuron model, which with the ability of configuring hyper-sausage neuron (HSN). After introducing the design method of hardware DSWN synapse, this paper proposed a DSWN-based specific purpose neural computing device CASSANN-IIspr. As its application, a rigid body recognition system was developed on CASSANN-IIspr, which achieved better performance than RBF-SVMs system
  • Keywords
    neural nets; double synapse weighted neuron; general-purpose neuron model; hyper-sausage neuron; specific-purpose neural computing system; Artificial neural networks; Clocks; Computer networks; EPROM; Frequency; Hardware; Hypercubes; Neural networks; Neurons; Pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-9422-4
  • Type

    conf

  • DOI
    10.1109/ICNNB.2005.1614913
  • Filename
    1614913
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1566230