• Title of article

    Probabilistic data modelling with adaptive TAP mean-field theory

  • Author/Authors

    Manfred Opper، نويسنده , , Ole Winther، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2001
  • Pages
    7
  • From page
    119
  • To page
    125
  • Abstract
    We demonstrate for the case of single-layer neural networks how an extension of the TAP mean-field approach of disorder physics can be applied to the computation of approximate averages in probabilistic models for real data.
  • Journal title
    Physica A Statistical Mechanics and its Applications
  • Serial Year
    2001
  • Journal title
    Physica A Statistical Mechanics and its Applications
  • Record number

    867466

    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=10&DC=867466