TY - GEN
T1 - A Higher-Order Adaptive Network Model to Simulate Development of and Recovery from PTSD
AU - van Ments, L.
AU - Treur, J.
PY - 2021
Y1 - 2021
N2 - In this paper, a second-order adaptive model is introduced for simulation of the formation of a mental model of a traumatic course of events and its emotional responses, and learning processes of how a stimulus can become a trigger to activate this mental model. Furthermore, the influence of therapy on the ability of an individual to learn to control the emotional responses to the traumatic mental model was modeled. To unblock and activate this learning ability, a form of second-order adaptation was applied.
AB - In this paper, a second-order adaptive model is introduced for simulation of the formation of a mental model of a traumatic course of events and its emotional responses, and learning processes of how a stimulus can become a trigger to activate this mental model. Furthermore, the influence of therapy on the ability of an individual to learn to control the emotional responses to the traumatic mental model was modeled. To unblock and activate this learning ability, a form of second-order adaptation was applied.
UR - https://www.scopus.com/pages/publications/85111381612
UR - https://www.scopus.com/inward/citedby.url?scp=85111381612&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-77964-1_13
DO - 10.1007/978-3-030-77964-1_13
M3 - Conference contribution
SN - 9783030779634
VL - 2
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 154
EP - 166
BT - Computational Science – ICCS 2021
A2 - Paszynski, Maciej
A2 - Kranzlmüller, Dieter
A2 - Krzhizhanovskaya, Valeria V.
A2 - Dongarra, Jack J.
A2 - Sloot, Peter M.A.
PB - Springer Nature Switzerland AG
T2 - 21st International Conference on Computational Science, ICCS 2021
Y2 - 16 June 2021 through 18 June 2021
ER -