• DocumentCode
    1816282
  • Title

    Generating smooth context-dependent neural representations

  • Author

    Doboli, Simona ; Minai, Ali A. ; Best, Phillip J.

  • Author_Institution
    Dept. of ECECS, Cincinnati Univ., OH, USA
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    12
  • Abstract
    In many cognitive situations, context is specified globally-encompassing the entire duration of an episode, but explicitly identified only at its initiation. Examples of such contexts are social situations, spatial environments, task specifications, etc. In many such cases, a neural system needs to respond differently to the same immediate stimulus depending on the global context. Clearly, the system must be able to switch into different response regimes and remain there while the context remains fixed. Simultaneously, it must remain sensitive to external stimuli, and respond to them in a reliable and informative manner. We propose a neurally plausible approach for handling these requirements
  • Keywords
    multilayer perceptrons; physiological models; recurrent neural nets; cognitive situations; external stimuli; global context; response regimes; smooth context-dependent neural representations; social situations; spatial environments; task specifications; Adaptive systems; Biological information theory; History; Laboratories; Neurons; Psychology; Speech recognition; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1999. IJCNN '99. International Joint Conference on
  • Conference_Location
    Washington, DC
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-5529-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.1999.831447
  • Filename
    831447