• DocumentCode
    3501241
  • Title

    Neural networks as a path to self-awareness

  • Author

    Werbos, Paul

  • Author_Institution
    NSF, USA
  • fYear
    2011
  • fDate
    July 31 2011-Aug. 5 2011
  • Firstpage
    3264
  • Lastpage
    3271
  • Abstract
    There has been important new cross-disciplinary work using neural network mathematics to unify key issues in engineering, technology, psychology and neuroscience - and many opportunities to create a discrete revolution in science by pushing this work further. This strain of research has a natural link to clinical and subjective human experience - the “first person science” of the mind. This paper discusses why and how, and gives several examples of links between neural network models and key phenomena in human experience, such as Freud´s “psychic energy,” the role of traumatic experience, the interpretation of dreams and creativity and the cultivation of human potential and sanity in general, and the biological foundations of language.
  • Keywords
    neural nets; Freud psychic energy; dream interpretation; first person science; human experience; human sanity; mathematics; neural network model; self-awareness; traumatic experience; Backpropagation; Biological neural networks; Humans; Mathematical model; Mirrors; Psychology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), The 2011 International Joint Conference on
  • Conference_Location
    San Jose, CA
  • ISSN
    2161-4393
  • Print_ISBN
    978-1-4244-9635-8
  • Type

    conf

  • DOI
    10.1109/IJCNN.2011.6033654
  • Filename
    6033654