• DocumentCode
    293192
  • Title

    Circuit implementation of a nonmonotone activation function

  • Author

    Ciocoiu, Iulian B.

  • Author_Institution
    Fac. of Electron. & Telecommun., Tech. Univ. Iasi, Romania
  • Volume
    4
  • fYear
    1994
  • fDate
    30 May-2 Jun 1994
  • Firstpage
    363
  • Abstract
    Associative memories with nonmonotone dynamics; exhibiting improved performances have recently been reported. They show greater memory capacity, better recollection ability and fewer spurious states than existing solutions. This paper presents two circuits implementing such activation functions, one based on the use of the analytical expression of the function and a more intuitive realization
  • Keywords
    analogue processing circuits; content-addressable storage; feedforward neural nets; transfer functions; associative memories; memory capacity; nonmonotone activation function; nonmonotone dynamics; recollection ability; Circuit simulation; Data preprocessing; Diodes; Dynamic range; Joining processes; Operational amplifiers; Rectifiers; Stress; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
  • Conference_Location
    London
  • Print_ISBN
    0-7803-1915-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.1994.409272
  • Filename
    409272