• DocumentCode
    879140
  • Title

    Boolean Matrices and the Stability of Neural Nets

  • Author

    Urbano, R.H.

  • Author_Institution
    Air Force Cambridge Research Laboratories, Bedford, Mass.
  • Issue
    2
  • fYear
    1963
  • fDate
    4/1/1963 12:00:00 AM
  • Firstpage
    61
  • Lastpage
    66
  • Abstract
    The functional states of a neural (combinational) net of prescribed interconnection geometry and over-all net function are characterized and enumerated. The problem is formalized for a class of nets having an arbitrary number of inputs and outputs by introducing the notion of a Boolean matrix. The concept of stability of neural nets (which is closely related to the set of functional states over which the input-output function is invariant) is precisely defined and evaluated for certain general classes of nets.
  • Keywords
    Computational geometry; Helium; Laboratories; Neural networks; Stability;
  • fLanguage
    English
  • Journal_Title
    Electronic Computers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0367-7508
  • Type

    jour

  • DOI
    10.1109/PGEC.1963.263415
  • Filename
    4037801
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=879140