Dreaming Your Fear Away: Fear Extinction Learning During Dreaming

Autor: Jan Treur
Přispěvatelé: Artificial intelligence, Network Institute, Social AI
Jazyk: angličtina
Rok vydání: 2016
Předmět:
Zdroj: Understanding Complex Systems, 141-155
STARTPAGE=141;ENDPAGE=155;TITLE=Understanding Complex Systems
Treur, J 2016, Dreaming Your Fear Away: Fear Extinction Learning During Dreaming . in Understanding Complex Systems . Understanding Complex Systems, Springer Science and Business Media Deutschland GmbH, pp. 141-155 . https://doi.org/10.1007/978-3-319-45213-5_5
Understanding Complex Systems ISBN: 9783319452111
DOI: 10.1007/978-3-319-45213-5_5
Popis: In this chapter, following a Network-Oriented Modeling approach, an adaptive temporal-causal network model is presented that models how dreaming is used to learn fear extinction. The network model addresses dreaming as internal simulation incorporating memory elements in the form of sensory representations and their associated fear. During dream episodes regulation of fear takes place, which is strengthened in an adaptive manner by Hebbian learning. The model was evaluated by a number of simulation experiments for different scenarios.
Databáze: OpenAIRE