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Learning to obtain reward, but not avoid punishment, is affected by presence of PTSD symptoms in male veterans: empirical data and computational model.

Myers CE, Moustafa AA, Sheynin J, Vanmeenen KM, Gilbertson MW, Orr SP, Beck KD, Pang KC, Servatius RJ.

PLoS One. 2013 Aug 27;8(8):e72508. doi: 10.1371/journal.pone.0072508.


The influence of trial order on learning from reward vs. punishment in a probabilistic categorization task: experimental and computational analyses.

Moustafa AA, Gluck MA, Herzallah MM, Myers CE.

Front Behav Neurosci. 2015 Jul 24;9:153. doi: 10.3389/fnbeh.2015.00153.


The Role of Informative and Ambiguous Feedback in Avoidance Behavior: Empirical and Computational Findings.

Moustafa AA, Sheynin J, Myers CE.

PLoS One. 2015 Dec 2;10(12):e0144083. doi: 10.1371/journal.pone.0144083.


Behaviorally inhibited temperament is associated with severity of post-traumatic stress disorder symptoms and faster eyeblink conditioning in veterans.

Myers CE, Vanmeenen KM, McAuley JD, Beck KD, Pang KC, Servatius RJ.

Stress. 2012 Jan;15(1):31-44. doi: 10.3109/10253890.2011.578184.


Punishment Learning in U.S. Veterans With Posttraumatic Stress Disorder.

Sawyer AT, Liverant GI, Jun JJ, Lee DJ, Cohen AL, Dutra SJ, Pizzagalli DA, Sloan DM.

J Trauma Stress. 2016 Aug;29(4):374-8. doi: 10.1002/jts.22109.


Testing the role of reward and punishment sensitivity in avoidance behavior: a computational modeling approach.

Sheynin J, Moustafa AA, Beck KD, Servatius RJ, Myers CE.

Behav Brain Res. 2015 Apr 15;283:121-38. doi: 10.1016/j.bbr.2015.01.033.


Cognitive-behavioral coping strategies associated with combat-related PTSD in treatment-seeking OEF-OIF Veterans.

Pietrzak RH, Harpaz-Rotem I, Southwick SM.

Psychiatry Res. 2011 Sep 30;189(2):251-8. doi: 10.1016/j.psychres.2011.07.019.


Probabilistic reward- and punishment-based learning in opioid addiction: Experimental and computational data.

Myers CE, Sheynin J, Balsdon T, Luzardo A, Beck KD, Hogarth L, Haber P, Moustafa AA.

Behav Brain Res. 2016 Jan 1;296:240-8. doi: 10.1016/j.bbr.2015.09.018.


General functioning predicts reward and punishment learning in schizophrenia.

Somlai Z, Moustafa AA, Kéri S, Myers CE, Gluck MA.

Schizophr Res. 2011 Apr;127(1-3):131-6. doi: 10.1016/j.schres.2010.07.028.


Influence of depression symptoms on history-independent reward and punishment processing.

Beevers CG, Worthy DA, Gorlick MA, Nix B, Chotibut T, Todd Maddox W.

Psychiatry Res. 2013 May 15;207(1-2):53-60. doi: 10.1016/j.psychres.2012.09.054.


Social stress reactivity alters reward and punishment learning.

Cavanagh JF, Frank MJ, Allen JJ.

Soc Cogn Affect Neurosci. 2011 Jun;6(3):311-20. doi: 10.1093/scan/nsq041.


Punishment sensitivity modulates the processing of negative feedback but not error-induced learning.

Unger K, Heintz S, Kray J.

Front Hum Neurosci. 2012 Jun 27;6:186. doi: 10.3389/fnhum.2012.00186.


Drift diffusion model of reward and punishment learning in schizophrenia: Modeling and experimental data.

Moustafa AA, Kéri S, Somlai Z, Balsdon T, Frydecka D, Misiak B, White C.

Behav Brain Res. 2015 Sep 15;291:147-54. doi: 10.1016/j.bbr.2015.05.024.


Psychological therapies for post-traumatic stress disorder and comorbid substance use disorder.

Roberts NP, Roberts PA, Jones N, Bisson JI.

Cochrane Database Syst Rev. 2016 Apr 4;4:CD010204. doi: 10.1002/14651858.CD010204.pub2. Review.


Enhanced avoidance learning in behaviorally inhibited young men and women.

Sheynin J, Shikari S, Gluck MA, Moustafa AA, Servatius RJ, Myers CE.

Stress. 2013 May;16(3):289-99. doi: 10.3109/10253890.2012.744391.


Identifying cognitive remediation change through computational modelling--effects on reinforcement learning in schizophrenia.

Cella M, Bishara AJ, Medin E, Swan S, Reeder C, Wykes T.

Schizophr Bull. 2014 Nov;40(6):1422-32. doi: 10.1093/schbul/sbt152.


Individual differences in sensitivity to reward and punishment and neural activity during reward and avoidance learning.

Kim SH, Yoon H, Kim H, Hamann S.

Soc Cogn Affect Neurosci. 2015 Sep;10(9):1219-27. doi: 10.1093/scan/nsv007.


Negative symptoms and the failure to represent the expected reward value of actions: behavioral and computational modeling evidence.

Gold JM, Waltz JA, Matveeva TM, Kasanova Z, Strauss GP, Herbener ES, Collins AG, Frank MJ.

Arch Gen Psychiatry. 2012 Feb;69(2):129-38. doi: 10.1001/archgenpsychiatry.2011.1269.


Conditioned fear and extinction learning performance and its association with psychiatric symptoms in active duty Marines.

Acheson DT, Geyer MA, Baker DG, Nievergelt CM, Yurgil K, Risbrough VB; MRS-II Team..

Psychoneuroendocrinology. 2015 Jan;51:495-505. doi: 10.1016/j.psyneuen.2014.09.030.

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