• DocumentCode
    3398234
  • Title

    Digital chip architecture for the emulation of a biology-oriented neural network

  • Author

    Prange, Stefan J. ; Klar, Heinrich

  • Author_Institution
    Inst. for Microelectron., Tech. Univ. of Berlin, Germany
  • fYear
    1991
  • fDate
    14-17 May 1991
  • Firstpage
    780
  • Abstract
    The circuit design and chip architecture for an emulator for an exemplary biology-oriented neural network are presented. This emulator is able to emulate 16 fully interconnected neurons of the Marburg type. It is cascadable to larger fully interconnected networks and multilayer networks with or without feedback. It is shown that chip architectures not suffering from a connection problem can be found even for complicated neural network architectures. The full interconnection and the multilayer architecture can be transformed to matrices. Neighborhood networks such as those used in lateral inhibition networks can also be transformed to a regular structure
  • Keywords
    CMOS integrated circuits; application specific integrated circuits; brain models; neural chips; pipeline processing; Marburg type; biology-oriented neural network; chip architecture; digital ASIC; emulator; feedback; interconnected neurons; lateral inhibition networks; matrices; multilayer networks; neighbourhood networks; regular structure; synapse abutment cell; Biological system modeling; Computer architecture; Digital circuits; Emulation; Integrated circuit interconnections; Joining processes; Neural networks; Neurotransmitters; Nonhomogeneous media; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1991., Proceedings of the 34th Midwest Symposium on
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    0-7803-0620-1
  • Type

    conf

  • DOI
    10.1109/MWSCAS.1991.251997
  • Filename
    251997