Abstract
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 18th International Conference on Neural Information Processing, ICONIP'11, Part III. |
| Editors | B.L. Lu et al. |
| Place of Publication | Berlin-Heidelberg |
| Publisher | Springer Verlag |
| Pages | 197-209 |
| Number of pages | 13 |
| DOIs | |
| Publication status | Published - 2011 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 7064 LNCS |
Fingerprint
Keywords
- computational model
- dreaming
- fear extinction learning
Cite this
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Dreaming Your Fear Away: A Computational Model for Fear Extinction Learning During Dreaming. / Treur, J.
Proceedings of the 18th International Conference on Neural Information Processing, ICONIP'11, Part III.. ed. / B.L. Lu et al. Berlin-Heidelberg : Springer Verlag, 2011. p. 197-209 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7064 LNCS).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
TY - GEN
T1 - Dreaming Your Fear Away: A Computational Model for Fear Extinction Learning During Dreaming
AU - Treur, J.
PY - 2011
Y1 - 2011
N2 - In this paper a computational model is presented that models how dreaming is used to learn fear extinction. The approach 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 by Hebbian learning. The model was evaluated by a number of simulation experiments for different scenarios. © 2011 Springer-Verlag.
AB - In this paper a computational model is presented that models how dreaming is used to learn fear extinction. The approach 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 by Hebbian learning. The model was evaluated by a number of simulation experiments for different scenarios. © 2011 Springer-Verlag.
KW - computational model
KW - dreaming
KW - fear extinction learning
U2 - 10.1007/978-3-642-24965-5_22
DO - 10.1007/978-3-642-24965-5_22
M3 - Conference contribution
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 197
EP - 209
BT - Proceedings of the 18th International Conference on Neural Information Processing, ICONIP'11, Part III.
A2 - Lu et al., B.L.
PB - Springer Verlag
CY - Berlin-Heidelberg
ER -