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
Link To Document :
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