• DocumentCode
    1798324
  • Title

    A neural model of mentalization/mindfulness based psychotherapy

  • Author

    Edalat, Abbas ; Zheng Lin

  • Author_Institution
    Dept. of Comput., Imperial Coll. London, London, UK
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    2743
  • Lastpage
    2751
  • Abstract
    We introduce and implement a neural model for mentalization/mindfulness based psychotherapy. It uses Dan Levine´s neural model of pathways for emotional-cognitive decision making, which is integrated with a competitive Hopfield network built up from the new concept of strong patterns for the six basic emotions and for mentalization or mindfulness. We adopt a particular form of Q-learning to reinforce the mentalizing/mindful pattern in the network, which represents the process of psychotherapy. In a successful course of therapy, the mentalizing/mindful pattern becomes the more dominant pattern compared to negative emotions and the brain makes decisions that are more deliberate and thoughtful than heuristic and automatic.
  • Keywords
    Hopfield neural nets; cognition; learning (artificial intelligence); neurophysiology; patient treatment; psychology; Dan Levine neural model; Q-learning; competitive Hopfield network; emotional-cognitive decision making; mentalization based psychotherapy; mentalizing pattern; mindful pattern; mindfulness based psychotherapy; Brain modeling; Cognition; Decision making; Hopfield neural networks; Sociology; Statistics; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), 2014 International Joint Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-6627-1
  • Type

    conf

  • DOI
    10.1109/IJCNN.2014.6889896
  • Filename
    6889896