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Bibtex publications

Preprints

Russek, Evan; Moran, Rani; Liu, Yunzhe; Dolan, Raymond J; Huys, Quentin JM

Selective outcome reinstatement during evaluation drives heuristics in risky choice Journal Article

In: 2021.

Abstract | Links | BibTeX

Talwar, Anahita; Huys, Quentin; Cormack, Francesca; Roiser, Jonathan P

A Hierarchical Reinforcement Learning Model Explains Individual Differences in Attentional Set Shifting Journal Article

In: 2021.

Abstract | Links | BibTeX

Lee, Ying; Deserno, Lorenz; Kroemer, Nils B.; Pooseh, Shakoor; Oehme, Liane; Müller, Dirk K.; Goschke, Thomas; Huys, Quentin J. M.; Smolka, Michael N.

Individual differences in dopamine function underlying the balance between model-based and model-free control Journal Article

In: 2019.

Abstract | Links | BibTeX



Peer-reviewed original publications

Geurts, Quentin J M Huys Anna Katinka Louise Von Borries Dirk

Psychopathic tendency in violent offenders is associated with reduced aversive Pavlovian inhibition of behaviour and associated striatal BOLD signal Journal Article

In: Frontiers in Behavioral Neuroscience, 2022.

Abstract | Links | BibTeX

Chen, Ke; Schlagenhauf, Florian; Sebold, Miriam; Kuitunen-Paul, Sören; Chen, Hao; Huys, Quentin J. M.; Heinz, Andreas; Smolka, Michael N.; Zimmermann, Ulrich S.; Garbusow, Maria

The association of non-drug-related Pavlovian-to-instrumental transfer effect in nucleus accumbens with relapse in alcohol dependence: a replication Journal Article

In: Biol Psychiatry, 2022.

Abstract | Links | BibTeX

Geurts, Dirk E. M.; den Heuvel, Thom J. Van; Huys, Quentin J. M.; Verkes, Robbert J.; Cools, Roshan

Amygdala response predicts clinical symptom reduction in patients with borderline personality disorder: A pilot fMRI study Journal Article

In: Frontiers in Behavioral Neuroscience, vol. 16, 2022.

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Berwian, Isabel M.; G.Wenzel, Julia; Kuehn, Leonie; Schnuerer, Inga; Seifritz, Erich; Stephan, Klaas E.; Walter, Henrik; Huys, Quentin J. M.

Low predictive power of clinical features for relapse prediction after antidepressant discontinuation in a naturalistic setting Journal Article

In: Scientific Reports, 2022.

Abstract | Links | BibTeX

Huys, Quentin J M; Russek, Evan M; Abitante, George; Kahnt, Thorsten; Gollan, Jacqueline K

Components of Behavioral Activation Therapy for Depression Engage Specific Reinforcement Learning Mechanisms in a Pilot Study Journal Article

In: Computational Psychiatry, 2022.

Abstract | Links | BibTeX

Kuylen, Margot; Han, Shihui; Harris, Lasana; Huys, Quentin; Monsó, Susana; Pitman, Alexandra; Fleming, Stephen M.; David, Anthony S.

Mortality Awareness: New Directions Journal Article

In: OMEGA - Journal of Death and Dying, pp. 003022282211006, 2022.

Abstract | Links | BibTeX

Chen, Ke; Garbusowa, Maria; Sebold, Miriam; Kuitunen-Paul, Sören; N.Smolka, Michael; J.M.Huys, Quentin; Zimmermann, Ulrich S.; Schlagenhauf, Florian; Heinz, Andreas

Alcohol Approach Bias Is Associated With Both Behavioral and Neural Pavlovian-to-Instrumental Transfer Effects in Alcohol-Dependent Patients Journal Article

In: Biological Psychiatry Global Open Science, 2022.

Abstract | Links | BibTeX

Sharp, Paul B.; Russek, Evan; Huys, Quentin JM; Dolan, Raymond J; Eldar, Eran

Humans perseverate on punishment avoidance goals in multigoal reinforcement learning Journal Article

In: eLife, 2022.

Abstract | Links | BibTeX

Sebold, Miriam; Chen, Hao; Önal, Aleyna; Kuitunen-Paul, Sören; Mojtahedzadeh, Negin; Garbusow, Maria; Nebe, Stephan; Wittchen, Hans-Ulrich; Huys, Quentin J. M.; Schlagenhauf, Florian; Rapp, Michael A.; Smolka, Michael N.; Heinz, Andreas

Stronger Prejudices Are Associated With Decreased Model-Based Control Journal Article

In: Frontiers in Psychology, vol. 12, 2022.

Abstract | Links | BibTeX

Huys, Quentin

Susceptibility to interference between Pavlovian and instrumental control predisposes risky alcohol use developmental trajectory from ages 18 to 24 Journal Article

In: Addiction Biology, 2022.

Links | BibTeX

Atiya, Nadim A. A.; Huys, Quentin J. M.; Dolan, Raymond J.; Fleming, Stephen M.

Explaining distortions in metacognition with an attractor network model of decision uncertainty Journal Article

In: PLOS Computational Biology, vol. 17, no. 7, pp. e1009201, 2021.

Abstract | Links | BibTeX

Charpentier, Caroline J; Faulkner, Paul; Pool, Eva R; Ly, Verena; Tollenaar, Marieke S; Kluen, Lisa M; Fransen, Aniek; Yamamori, Yumeya; Lally, Níall; Mkrtchian, Anahit; Valton, Vincent; Huys, Quentin J M; Sarigiannidis, Ioannis; Morrow, Kelly A; Krenz, Valentina; Kalbe, Felix; Cremer, Anna; Zerbes, Gundula; Kausche, Franziska M; Wanke, Nadine; Giarrizzo, Alessio; Pulcu, Erdem; Murphy, Susannah; Kaltenboeck, Alexander; Browning, Michael; Paul, Lynn K; Cools, Roshan; Roelofs, Karin; Pessoa, Luiz; Harmer, Catherine J; Chase, Henry W; Grillon, Christian; Schwabe, Lars; Roiser, Jonathan P; Robinson, Oliver J; O'Doherty, John P

How representative are neuroimaging samples? Large-scale evidence for trait anxiety differences between fMRI and behaviour-only research participants Journal Article

In: Social Cognitive and Affective Neuroscience, 2021.

Abstract | Links | BibTeX

Faulkner, Paul; Huys, Quentin J M; Renz, Daniel; Eshel, Neir; Pilling, Stephen; Dayan, Peter; Roiser, Jonathan P

A comparison of 'pruning' during multi-step planning in depressed and healthy individuals. Journal Article

In: Psychological medicine, pp. 1–9, 2021.

Abstract | Links | BibTeX

Sebold, Miriam; Garbusow, Maria; Cerci, Deniz; Chen, Ke; Sommer, Christian; Huys, Quentin JM; Nebe, Stephan; Rapp, Michael; Veer, Ilya M; Zimmermann, Ulrich S; Smolka, Michael N; Walter, Henrik; Heinz, Andreas; Friedel, Eva

Association of the OPRM1 A118G polymorphism and Pavlovian-to-instrumental transfer: Clinical relevance for alcohol dependence Journal Article

In: Journal of Psychopharmacology, vol. 35, no. 5, pp. 566–578, 2021.

Abstract | Links | BibTeX

Chen, Hao; Mojtahedzadeh, Negin; Belanger, Matthew J.; Nebe, Stephan; Kuitunen-Paul, Sören; Sebold, Miriam; Garbusow, Maria; Huys, Quentin J. M.; Heinz, Andreas; Rapp, Michael A.; Smolka, Michael N.

Model-Based and Model-Free Control Predicts Alcohol Consumption Developmental Trajectory in Young Adults: A 3-Year Prospective Study. Journal Article

In: Biological psychiatry, 2021.

Abstract | Links | BibTeX

Berwian, Isabel M.; Wenzel, Julia G.; Kuehn, Leonie; Schnuerer, Inga; Kasper, Lars; Veer, Ilya M.; Seifritz, Erich; Stephan, Klaas E.; Walter, Henrik; Huys, Quentin J. M.

The relationship between resting-state functional connectivity, antidepressant discontinuation and depression relapse. Journal Article

In: Scientific reports, vol. 10, pp. 22346, 2020.

Abstract | Links | BibTeX

Chen, Hao; Nebe, Stephan; Mojtahedzadeh, Negin; Kuitunen-Paul, Sören; Garbusow, Maria; Schad, Daniel J.; Rapp, Michael A.; Huys, Quentin J. M.; Heinz, Andreas; Smolka, Michael N.

Susceptibility to interference between Pavlovian and instrumental control is associated with early hazardous alcohol use Journal Article

In: Addiction Biology, 2020.

Abstract | Links | BibTeX

Kühnel, Anne; Teckentrup, Vanessa; Neuser, Monja P.; Huys, Quentin J. M.; Burrasch, Caroline; Walter, Martin; Kroemer, Nils B.

Stimulation of the vagus nerve reduces learning in a go/no-go reinforcement learning task Journal Article

In: European Neuropsychopharmacology, vol. 35, pp. 17–29, 2020.

Abstract | Links | BibTeX

Berwian, Isabel M.; Wenzel, Julia G.; Collins, Anne G. E.; Seifritz, Erich; Stephan, Klaas E.; Walter, Henrik; Huys, Quentin J. M.

Computational Mechanisms of Effort and Reward Decisions in Patients With Depression and Their Association With Relapse After Antidepressant Discontinuation Journal Article

In: JAMA Psychiatry, vol. 77, no. 5, pp. 513–522, 2020.

Abstract | Links | BibTeX

Schad, Daniel J; Rapp, Michael A; Garbusow, Maria; Nebe, Stephan; Sebold, Miriam; Obst, Elisabeth; Sommer, Christian; Deserno, Lorenz; Rabovsky, Milena; Friedel, Eva; Romanczuk-Seiferth, Nina; Wittchen, Hans-Ulrich; Zimmermann, Ulrich S; Walter, Henrik; Sterzer, Philipp; Smolka, Michael N; Schlagenhauf, Florian; Heinz, Andreas; Dayan, Peter; Huys, Quentin J M

Dissociating neural learning signals in human sign- and goal-trackers. Journal Article

In: Nat Hum Behav, vol. 4, pp. 201–214, 2020.

Abstract | Links | BibTeX

Rupprechter, S.; Stankevicius, A.; Huys, Q. J. M.; Series, P.; Steele, J. D.

Abnormal reward valuation and event-related connectivity in unmedicated major depressive disorder Journal Article

In: Psychological Medicine, pp. 1–9, 2020.

Abstract | Links | BibTeX

Grosskurth, Elmar D.; Bach, Dominik R.; Economides, Marcos; Huys, Quentin J. M.; Holper, Lisa

No substantial change in the balance between model-free and model-based control via training on the two-step task Journal Article

In: PLOS Computational Biology, vol. 15, no. 11, pp. e1007443, 2019.

Abstract | Links | BibTeX

Poldrack, Russell A; Feingold, Franklin; Frank, Michael J; Gleeson, Padraig; Hollander, Gilles; Huys, Quentin J. M.; Love, Bradley C.; Markiewicz, Christopher J.; Moran, Rosalyn; Ritter, Petra; Rogers, Timothy T.; Turner, Brandon M.; Yarkoni, Tal; Zhan, Ming; Cohen, Jonathan D.

The Importance of Standards for Sharing of Computational Models and Data Journal Article

In: Computational Brain and Behavior, vol. 2, no. 3-4, pp. 229–232, 2019.

Abstract | Links | BibTeX

Garbusow, Maria; Nebe, Stephan; Sommer, Christian; Kuitunen-Paul, Sören; Sebold, Miriam; Schad, Daniel J; Friedel, Eva; Veer, Ilya M; Wittchen, Hans-Ulrich; Rapp, Michael A; Ripke, Stephan; Walter, Henrik; Huys, Quentin J M; Schlagenhauf, Florian; Smolka, Michael N; Heinz, Andreas

Pavlovian-To-Instrumental Transfer and Alcohol Consumption in Young Male Social Drinkers: Behavioral, Neural and Polygenic Correlates. Journal Article

In: J Clin Med, vol. 8, 2019.

Abstract | Links | BibTeX

Webb, Christian A; Trivedi, Madhukar H; Cohen, Zachary D; Dillon, Daniel G; Fournier, Jay C; Goer, Franziska; Fava, Maurizio; McGrath, Patrick J; Weissman, Myrna; Parsey, Ramin; Adams, Phil; Trombello, Joseph M; Cooper, Crystal; Deldin, Patricia; Oquendo, Maria A; McInnis, Melvin G; Huys, Quentin; Bruder, Gerard; Kurian, Benji T; Jha, Manish; DeRubeis, Robert J; Pizzagalli, Diego A

Personalized prediction of antidepressant v. placebo response: evidence from the EMBARC study. Journal Article

In: Psychol Med, vol. 49, pp. 1118–1127, 2019.

Abstract | Links | BibTeX

Sommer, Christian; Birkenstock, Julian; Garbusow, Maria; Obst, Elisabeth; Schad, Daniel J; Bernhardt, Nadine; Huys, Quentin M; Wurst, Friedrich M; Weinmann, Wolfgang; Heinz, Andreas; Smolka, Michael N; Zimmermann, Ulrich S

Dysfunctional approach behavior triggered by alcohol-unrelated Pavlovian cues predicts long-term relapse in alcohol dependence. Journal Article

In: Addiction biology, 2018.

Abstract | Links | BibTeX

Kirschner, Matthias; Sladky, Ronald; Haugg, Amelie; Stämpfli, Philipp; Jehli, Elisabeth; Hodel, Martina; Engeli, Etna; Hösli, Sarah; Baumgartner, Markus R; Sulzer, James; Huys, Quentin J M; Seifritz, Erich; Quednow, Boris B; Scharnowski, Frank; Herdener, Marcus

Self-regulation of the dopaminergic reward circuit in cocaine users with mental imagery and neurofeedback. Journal Article

In: EBioMedicine, vol. 37, pp. 489–498, 2018.

Abstract | Links | BibTeX

Schulz, Eric; Wu, Charley M; Huys, Quentin J M; Krause, Andreas; Speekenbrink, Maarten

Generalization and Search in Risky Environments. Journal Article

In: Cognitive science, vol. 42, pp. 2592–2620, 2018.

Abstract | Links | BibTeX

Rupprechter, Samuel; Stankevicius, Aistis; Huys, Quentin J M; Steele, J Douglas; Seriès, Peggy

Major Depression Impairs the Use of Reward Values for Decision-Making. Journal Article

In: Scientific reports, vol. 8, pp. 13798, 2018.

Abstract | Links | BibTeX

Kirschner, Matthias; Haugg, Amelie; Manoliu, Andrei; Simon, Joe J; Huys, Quentin J M; Seifritz, Erich; Tobler, Philippe N; Kaiser, Stefan

Deficits in context-dependent adaptive coding in early psychosis and healthy individuals with schizotypal personality traits. Journal Article

In: Brain : a journal of neurology, vol. 141, pp. 2806–2819, 2018.

Abstract | Links | BibTeX

Ousdal, Olga Therese; Milde, Anne Marita; Craven, Alexander R; Ersland, Lars; Endestad, Tor; Melinder, Annika; Huys, Quentin J; Hugdahl, Kenneth

Prefrontal glutamate levels predict altered amygdala-prefrontal connectivity in traumatized youths. Journal Article

In: Psychological medicine, pp. 1–9, 2018.

Abstract | Links | BibTeX

Nord, C L; Lawson, R P; Huys, Q J M; Pilling, S; Roiser, J P

Depression is associated with enhanced aversive Pavlovian control over instrumental behaviour. Journal Article

In: Scientific reports, vol. 8, pp. 12582, 2018.

Abstract | Links | BibTeX

Obst, Elisabeth; Schad, Daniel J; Huys, Quentin Jm; Sebold, Miriam; Nebe, Stephan; Sommer, Christian; Smolka, Michael N; Zimmermann, Ulrich S

Drunk decisions: Alcohol shifts choice from habitual towards goal-directed control in adolescent intermediate-risk drinkers. Journal Article

In: Journal of psychopharmacology (Oxford, England), vol. 32, pp. 855–866, 2018.

Abstract | Links | BibTeX

Pooseh, Shakoor; Bernhardt, Nadine; Guevara, Alvaro; Huys, Quentin J M; Smolka, Michael N

Value-based decision-making battery: A Bayesian adaptive approach to assess impulsive and risky behavior. Journal Article

In: Behav Res Meth, vol. 50, pp. 236–249, 2018.

Abstract | Links | BibTeX

Schad, Daniel J; Garbusow, Maria; Friedel, Eva; Sommer, Christian; Sebold, Miriam; Hägele, Claudia; Bernhardt, Nadine; Nebe, Stephan; Kuitunen-Paul, Sören; Liu, Shuyan; Eichmann, Uta; Beck, Anne; Wittchen, Hans-Ulrich; Walter, Henrik; Sterzer, Philipp; Zimmermann, Ulrich S; Smolka, Michael N; Schlagenhauf, Florian; Huys, Quentin J M; Heinz, Andreas; Rapp, Michael A

Neural correlates of instrumental responding in the context of alcohol-related cues index disorder severity and relapse risk. Journal Article

In: European Archives of Psychiatry and Clinical Neuroscience, 2018.

Abstract | Links | BibTeX

Nebe, Stephan; Kroemer, Nils B; Schad, Daniel J; Bernhardt, Nadine; Sebold, Miriam; Müller, Dirk K; Scholl, Lucie; Kuitunen-Paul, Sören; Heinz, Andreas; Rapp, Michael A; Huys, Quentin J M; Smolka, Michael N

No association of goal-directed and habitual control with alcohol consumption in young adults. Journal Article

In: Addiction Biology, vol. 23, pp. 379–393, 2018.

Abstract | Links | BibTeX

Ousdal, O T; Huys, Q J; Milde, A M; Craven, A R; Ersland, L; Endestad, T; Melinder, A; Hugdahl, K; Dolan, R J

The impact of traumatic stress on Pavlovian biases. Journal Article

In: Psychological medicine, vol. 48, pp. 327–336, 2018.

Abstract | Links | BibTeX

Sebold, Miriam; Nebe, Stephan; Garbusow, Maria; Guggenmos, Matthias; Schad, Daniel J; Beck, Anne; Kuitunen-Paul, Soeren; Sommer, Christian; Frank, Robin; Neu, Peter; Zimmermann, Ulrich S; Rapp, Michael A; Smolka, Michael N; Huys, Quentin J M; Schlagenhauf, Florian; Heinz, Andreas

When Habits Are Dangerous: Alcohol Expectancies and Habitual Decision Making Predict Relapse in Alcohol Dependence. Journal Article

In: Biol. Psychiatry, vol. 82, pp. 847–856, 2017.

Abstract | Links | BibTeX

Lally, Níall; Huys, Quentin J M; Eshel, Neir; Faulkner, Paul; Dayan, Peter; Roiser, Jonathan P

The Neural Basis of Aversive Pavlovian Guidance during Planning. Journal Article

In: The Journal of Neuroscience, vol. 37, pp. 10215–10229, 2017.

Abstract | Links | BibTeX

Sommer, C; Garbusow, M; Jünger, E; Pooseh, S; Bernhardt, N; Birkenstock, J; Schad, D J; Jabs, B; Glöckler, T; Huys, Q M; Heinz, A; Smolka, M N; Zimmermann, U S

Strong seduction: impulsivity and the impact of contextual cues on instrumental behavior in alcohol dependence. Journal Article

In: Translational psychiatry, vol. 7, pp. e1183, 2017.

Abstract | Links | BibTeX

Lieder, F; Griffiths, TL; Huys, QJM; Goodman, ND

The anchoring bias reflects rational use of cognitive resources. Journal Article

In: Psychonomic Bulletin & Review, 2017.

Abstract | Links | BibTeX

Lieder, F; Griffiths, TL; Huys, QJM; Goodman, ND

Empirical evidence for resource-rational anchoring and adjustment Journal Article

In: Psychonomic Bulletin & Review, 2017.

Abstract | Links | BibTeX

Sebold, Miriam; Schad, Daniel J; Nebe, Stephan; Garbusow, Maria; Jünger, Elisabeth; Kroemer, Nils B; Kathmann, Norbert; Zimmermann, Ulrich S; Smolka, Michael N; Rapp, Michael A; Heinz, Andreas; Huys, Quentin J M

Don't Think, Just Feel the Music: Individuals with Strong Pavlovian-to-Instrumental Transfer Effects Rely Less on Model-based Reinforcement Learning. Journal Article

In: Journal of Cognitive Neuroscience, vol. 28, pp. 985–995, 2016.

Abstract | Links | BibTeX

Garbusow, Maria; Schad, Daniel J.; Sebold, Miriam; Friedel, Eva; Bernhardt, Nadine; Koch, Stefan P.; Steinacher, Bruno; Kathmann, Norbert; Geurts, Dirk E M.; Sommer, Christian; Müller, Dirk K.; Nebe, Stephan; Paul, Sören; Wittchen, Hans-Ulrich; Zimmermann, Ulrich S.; Walter, Henrik; Smolka, Michael N.; Sterzer, Philipp; Rapp, Michael A.; Huys, Quentin J M.; Schlagenhauf, Florian; Heinz, Andreas

Pavlovian-to-instrumental transfer effects in the nucleus accumbens relate to relapse in alcohol dependence. Journal Article

In: Addict Biol, vol. 21, no. 3, pp. 719–731, 2016.

Abstract | Links | BibTeX

Huys, Q J M.; Gölzer, M.; Friedel, E.; Heinz, A.; Cools, R.; Dayan, P.; Dolan, R. J.

The specificity of Pavlovian regulation is associated with recovery from depression. Journal Article

In: Psychol Med, vol. 46, no. 5, pp. 1027–1035, 2016.

Abstract | Links | BibTeX

Huys, Quentin J M; Renz, Daniel; Petzschner, Frederike; Berwian, Isabel; Stoppel, Christian; Haker, Helene

German Translation and Validation of the Cognitive Style Questionnaire Short Form (CSQ-SF-D). Journal Article

In: PLoS One, vol. 11, pp. e0149530, 2016.

Abstract | Links | BibTeX

Webb, Christian A; Dillon, Daniel G; Pechtel, Pia; Goer, Franziska K; Murray, Laura; Huys, Quentin J M; Fava, Maurizio; McGrath, Patrick J; Weissman, Myrna; Parsey, Ramin; Kurian, Benji T; Adams, Phillip; Weyandt, Sarah; Trombello, Joseph M; Grannemann, Bruce; Cooper, Crystal M; Deldin, Patricia; Tenke, Craig; Trivedi, Madhukar; Bruder, Gerard; Pizzagalli, Diego A

Neural Correlates of Three Promising Endophenotypes of Depression: Evidence from the EMBARC Study. Journal Article

In: Neuropsychopharmacology, vol. 41, pp. 454–463, 2016.

Abstract | Links | BibTeX

Schulz, E; Huys, Quentin J M; Bach, Dominik R; Speekenbrink, M; Krause, A

Better safe than sorry: Risky function exploitation through safe optimization Journal Article

In: 2016.

Abstract | Links | BibTeX

Huys, Quentin J M.; Lally, Níall; Faulkner, Paul; Eshel, Neir; Seifritz, Erich; Gershman, Samuel J.; Dayan, Peter; Roiser, Jonathan P.

Interplay of approximate planning strategies. Journal Article

In: Proc Natl Acad Sci, vol. 112, no. 10, pp. 3098–3103, 2015.

Abstract | Links | BibTeX

Deserno, Lorenz; Huys, Quentin J M; Boehme, Rebecca; Buchert, Ralph; Heinze, Hans-Jochen; Grace, Anthony A; Dolan, Raymond J; Heinz, Andreas; Schlagenhauf, Florian

Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making Journal Article

In: Proc Natl Acad Sci U S A, vol. 112, no. 5, pp. 1595–1600, 2015.

Abstract | Links | BibTeX

Deserno, Lorenz; Beck, Anne; Huys, Quentin J M; Lorenz, Robert C; Buchert, Ralph; Buchholz, Hans-Georg; Plotkin, Michail; Kumakara, Yoshitaka; Cumming, Paul; Heinze, Hans-Jochen; Grace, Anthony A; Rapp, Michael A; Schlagenhauf, Florian; Heinz, Andreas

Chronic alcohol intake abolishes the relationship between dopamine synthesis capacity and learning signals in the ventral striatum Journal Article

In: Eur J Neurosci, vol. 41, no. 4, pp. 477–486, 2015.

Abstract | Links | BibTeX

Friedel, Eva; Schlagenhauf, Florian; Beck, Anne; Dolan, Raymond J.; Huys, Quentin J M.; Rapp, Michael A.; Heinz, Andreas

The effects of life stress and neural learning signals on fluid intelligence. Journal Article

In: Eur Arch Psychiatry Clin Neurosci, 2014.

Abstract | Links | BibTeX

Stankevicius, Aistis; Huys, Quentin J M.; Kalra, Aditi; Seriès, Peggy

Optimism as a prior belief about the probability of future reward. Journal Article

In: PLoS Comput Biol, vol. 10, no. 5, pp. e1003605, 2014.

Abstract | Links | BibTeX

Schlagenhauf, Florian; Huys, Quentin J M.; Deserno, Lorenz; Rapp, Michael A.; Beck, Anne; Heinze, Hans-Joachim; Dolan, Ray; Heinz, Andreas

Striatal dysfunction during reversal learning in unmedicated schizophrenia patients. Journal Article

In: Neuroimage, vol. 89, pp. 171–180, 2014.

Abstract | Links | BibTeX

Guitart-Masip, Marc; Economides, Marcos; Huys, Quentin J M.; Frank, Michael J.; Chowdhury, Rumana; Duzel, Emrah; Dayan, Peter; Dolan, Raymond J.

Differential, but not opponent, effects of L-DOPA and citalopram on action learning with reward and punishment. Journal Article

In: Psychopharmacology (Berl), vol. 231, no. 5, pp. 955–966, 2014.

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Garbusow, Maria; Schad, Daniel J.; Sommer, Christian; Jünger, Elisabeth; Sebold, Miriam; Friedel, Eva; Wendt, Jean; Kathmann, Norbert; Schlagenhauf, Florian; Zimmermann, Ulrich S.; Heinz, Andreas; Huys, Quentin J M.; Rapp, Michael A.

Pavlovian-to-instrumental transfer in alcohol dependence: a pilot study. Journal Article

In: Neuropsychobiology, vol. 70, no. 2, pp. 111–121, 2014.

Abstract | Links | BibTeX

Ly, Verena; Huys, Quentin J M.; Stins, John F.; Roelofs, Karin; Cools, Roshan

Individual differences in bodily freezing predict emotional biases in decision making. Journal Article

In: Front Behav Neurosci, vol. 8, pp. 237, 2014.

Abstract | Links | BibTeX

Sebold, Miriam; Deserno, Lorenz; Nebe, Stefan; Schad, Daniel J.; Garbusow, Maria; Hägele, Claudia; Keller, Jürgen; Jünger, Elisabeth; Kathmann, Norbert; Smolka, Michael; Rapp, Michael A.; Schlagenhauf, Florian; Heinz, Andreas; Huys, Quentin J M.

Model-based and model-free decisions in alcohol dependence. Journal Article

In: Neuropsychobiology, vol. 70, no. 2, pp. 122–131, 2014.

Abstract | Links | BibTeX

Schad, Daniel J.; Jünger, Elisabeth; Sebold, Miriam; Garbusow, Maria; Bernhardt, Nadine; Javadi, Amir Homayoun; Zimmermann, Ulrich S.; Smolka, Michael N.; Heinz, Andreas; Rapp, Michael A.; Huys, Quentin J. M.

Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning Journal Article

In: Front Psychol, vol. 5, pp. 1450, 2014.

Abstract | Links | BibTeX

Geurts, Dirk E M; Huys, Quentin J M; den Ouden, Hanneke E M; Cools, Roshan

Serotonin and aversive Pavlovian control of instrumental behavior in humans Journal Article

In: J Neurosci, vol. 33, no. 48, pp. 18932–18939, 2013.

Abstract | Links | BibTeX

Geurts, Dirk E M.; Huys, Quentin J M.; Ouden, Hanneke E M.; Cools, Roshan

Aversive Pavlovian control of instrumental behavior in humans. Journal Article

In: J Cogn Neurosci, vol. 25, no. 9, pp. 1428–1441, 2013.

Abstract | Links | BibTeX

Huys, Quentin J. M.; Pizzagalli, Diego A.; Bogdan, Ryan; Dayan, Peter

Mapping anhedonia onto reinforcement learning: A behavioural meta-analysis. Journal Article

In: Biol Mood Anx Dis, vol. 3, no. 1, pp. 12, 2013.

Abstract | Links | BibTeX

Schlagenhauf, Florian; Rapp, Michael A.; Huys, Quentin J M.; Beck, Anne; Wüstenberg, Torsten; Deserno, Lorenz; Buchholz, Hans-Georg; Kalbitzer, Jan; Buchert, Ralph; Bauer, Michael; Kienast, Thorsten; Cumming, Paul; Plotkin, Michail; Kumakura, Yoshitaka; Grace, Anthony A.; Dolan, Raymond J.; Heinz, Andreas

Ventral striatal prediction error signaling is associated with dopamine synthesis capacity and fluid intelligence. Journal Article

In: Hum Brain Mapp, vol. 34, no. 6, pp. 1490–1499, 2013.

Abstract | Links | BibTeX

Cavanagh, James F.; Eisenberg, Ian; Guitart-Masip, Marc; Huys, Quentin; Frank, Michael J.

Frontal theta overrides pavlovian learning biases. Journal Article

In: J Neurosci, vol. 33, no. 19, pp. 8541–8548, 2013.

Abstract | Links | BibTeX

Chowdhury, Rumana; Guitart-Masip, Marc; Lambert, Christian; Dayan, Peter; Huys, Quentin; Düzel, Emrah; Dolan, Raymond J.

Dopamine restores reward prediction errors in old age. Journal Article

In: Nat Neurosci, vol. 16, no. 5, pp. 648–653, 2013.

Abstract | Links | BibTeX

Lieder, Falk; Goodman, Noah; Huys, Quentin J M

Learned Helplessness and Generalization Inproceedings

In: Cognitive Science Conference, 2013.

Abstract | Links | BibTeX

Guitart-Masip, Marc; Huys, Quentin J M.; Fuentemilla, Lluis; Dayan, Peter; Duzel, Emrah; Dolan, Raymond J.

Go and no-go learning in reward and punishment: interactions between affect and effect. Journal Article

In: Neuroimage, vol. 62, no. 1, pp. 154–166, 2012.

Abstract | Links | BibTeX

Huys, Quentin J M.; Eshel, Neir; O'Nions, Elizabeth; Sheridan, Luke; Dayan, Peter; Roiser, Jonathan P.

Bonsai trees in your head: how the Pavlovian system sculpts goal-directed choices by pruning decision trees. Journal Article

In: PLoS Comput Biol, vol. 8, no. 3, pp. e1002410, 2012.

Abstract | Links | BibTeX

Guitart-Masip, Marc; Fuentemilla, Lluis; Bach, Dominik R; Huys, Quentin J M; Dayan, Peter; Dolan, Raymond J; Duzel, Emrah

Action dominates valence in anticipatory representations in the human striatum and dopaminergic midbrain Journal Article

In: J Neurosci, vol. 31, no. 21, pp. 7867–7875, 2011.

Abstract | Links | BibTeX

Huys, Quentin J M.; Cools, Roshan; Gölzer, Martin; Friedel, Eva; Heinz, Andreas; Dolan, Raymond J.; Dayan, Peter

Disentangling the roles of approach, activation and valence in instrumental and Pavlovian responding. Journal Article

In: PLoS Comput Biol, vol. 7, no. 4, pp. e1002028, 2011.

Abstract | Links | BibTeX

Huys, Quentin J M; Dayan, Peter

A Bayesian formulation of behavioral control. Journal Article

In: Cognition, vol. 113, no. 3, pp. 314–328, 2009.

Abstract | Links | BibTeX

Huys, Quentin J M.; Paninski, Liam

Smoothing of, and parameter estimation from, noisy biophysical recordings. Journal Article

In: PLoS Comput Biol, vol. 5, no. 5, pp. e1000379, 2009.

Abstract | Links | BibTeX

Huys, Quentin J M; Vogelstein, Joshua; Dayan, Peter

Psychiatry: Insights into depression through normative decision-making models Incollection

In: Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L. (Ed.): Advances in Neural Information Processing Systems 21, pp. 729–736, MIT Press, 2009.

Abstract | Links | BibTeX

Natarajan, Rama; Huys, Quentin J M; Dayan, Peter; Zemel, Richard S

Encoding and decoding spikes for dynamic stimuli. Journal Article

In: Neural Comput, vol. 20, no. 9, pp. 2325–2360, 2008.

Abstract | Links | BibTeX

Dayan, P; Huys, Q. J. M.

Serotonin, Inhibition, and Negative Mood. Journal Article

In: PLoS Comput Biol, vol. 4, no. 2, pp. e4, 2008.

Abstract | Links | BibTeX

Nouraei, S. A R; Huys, Q. J M; Chatrath, P.; Powles, J.; Harcourt, J. P.

Screening patients with sensorineural hearing loss for vestibular schwannoma using a Bayesian classifier. Journal Article

In: Clin Otolaryngol, vol. 32, no. 4, pp. 248–254, 2007.

Abstract | Links | BibTeX

Huys, Quentin J M; Zemel, Rich; Natarajan, Rama; Dayan, Peter

Fast population coding Journal Article

In: Neural Computation., vol. 19, no. 2, pp. 460-97, 2007.

Abstract | Links | BibTeX

Huys, Quentin J M; Ahrens, Misha B; Paninski, Liam

Efficient estimation of detailed single-neuron models. Journal Article

In: J Neurophysiol, vol. 96, no. 2, pp. 872–890, 2006.

Abstract | Links | BibTeX

Ahrens, Misha B; Huys, Quentin J M; Paninski, Liam

Large-scale biophysical parameter estimation in single neurons via contrained linear regression Inproceedings

In: Advances in Neural Information Processing Systems 18, In Press, MIT Press, Cambridge, MA, 2006.

Abstract | Links | BibTeX

Zemel, Richard S; Huys, Quentin J M; Natarajan, Rama; Dayan, Peter

Probabilistic Computation in Spiking Populations Incollection

In: Saul, Lawrence K; Weiss, Yair; Bottou, Léon (Ed.): Advances in Neural Information Processing Systems (NIPS) 17, pp. 1609-1616, MIT Press, Cambridge, MA, 2005.

Abstract | Links | BibTeX



Reviews

Yip, Sarah W.; Barch, Deanna M.; Chase, Henry W.; Flagel, Shelly; Huys, Quentin J. M.; Konova, Anna B.; Montague, Read; Paulus, Martin

From computation to clinic Journal Article

In: Biological Psychiatry Global Open Science, 2022.

Abstract | Links | BibTeX

Reiter, Andrea MF; Atiya, Nadim AA; Berwian, Isabel M; Huys, Quentin JM

Neuro-cognitive processes as mediators of psychological treatment effects Journal Article

In: Current Opinion in Behavioral Sciences, vol. 38, pp. 103–109, 2021.

Abstract | Links | BibTeX

Durstewitz, Daniel; Huys, Quentin J M; Koppe, Georgia

Psychiatric Illnesses as Disorders of Network Dynamics Journal Article

In: Biol Psychiatry Cogn Neurosci Neuroimaging, vol. 6, pp. 865-876, 2021.

Abstract | Links | BibTeX

Huys, Quentin J. M.; Browning, Michael; Paulus, Martin P.; Frank, Michael J.

Advances in the computational understanding of mental illness. Journal Article

In: Neuropsychopharmacology, vol. 46, iss. 1, pp. 3–19, 2021.

Abstract | Links | BibTeX

Rutledge, Robb B; Chekroud, Adam M; Huys, Quentin Jm

Machine learning and big data in psychiatry: toward clinical applications. Journal Article

In: Current Opinion Neurobiol, vol. 55, pp. 152–159, 2019.

Abstract | Links | BibTeX

Huys, Quentin J M; Renz, Daniel

A Formal Valuation Framework for Emotions and Their Control. Journal Article

In: Biological Psychiatry, vol. 82, iss. 6, pp. 413–420, 2017.

Abstract | Links | BibTeX

Berwian, I M; Walter, H; Seifritz, E; Huys, Q J M

Predicting relapse after antidepressant withdrawal - a systematic review. Journal Article

In: Psychol Med, vol. 47, iss. 3, pp. 426–437, 2017.

Abstract | Links | BibTeX

Stephan, K E; Schlagenhauf, F; Huys, Q J M; Raman, S; Aponte, E A; Brodersen, K H; Rigoux, L; Moran, R J; Daunizeau, J; Dolan, R J; Friston, K J; Heinz, A

Computational neuroimaging strategies for single patient predictions. Journal Article

In: NeuroImage, vol. 145, iss. Pt B, pp. 180–199, 2017.

Abstract | Links | BibTeX

Paulus, Martin P; Huys, Quentin J M; Maia, Tiago V

A Roadmap for the Development of Applied Computational Psychiatry. Journal Article

In: Biological psychiatry: CNNI, vol. 1, iss. 5, pp. 386–392, 2016.

Abstract | Links | BibTeX

Huys, Quentin J M; Maia, Tiago V; Frank, Michael J

Computational psychiatry as a bridge from neuroscience to clinical applications Journal Article

In: Nature Neuroscience, vol. 19, no. 3, pp. 404–413, 2016.

Abstract | Links | BibTeX

Huys, Quentin J. M.; Deserno, Lorenz; Obermayer, Klaus; Schlagenhauf, Florian; Heinz, Andreas

Model-Free Temporal-Difference Learning and Dopamine in Alcohol Dependence: Examining Concepts From Theory and Animals in Human Imaging Journal Article

In: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, vol. 1, no. 5, pp. 401 - 410, 2016.

Abstract | Links | BibTeX

Huys, Quentin J. M.

Computational Psychiatry Journal Article

In: Zeitschrift für Psychiatrie, Psychologie und Psychotherapie, vol. 65, pp. 21–26, 2016.

Abstract | Links | BibTeX

Adams, Rick A; Huys, Quentin J M; Roiser, Jonathan P

Computational Psychiatry: towards a mathematically informed understanding of mental illness. Journal Article

In: Journal of neurology, neurosurgery, and psychiatry, vol. 87, iss. 1, pp. 53–63, 2016.

Abstract | Links | BibTeX

Stephan, Klaas E; Binder, Elisabeth B; Breakspear, Michael; Dayan, Peter; Johnstone, Eve C; Meyer-Lindenberg, Andreas; Schnyder, Ulrich; Wang, Xiao-Jing; Bach, Dominik R; Fletcher, Paul C; Flint, Jonathan; Frank, Michael J; Heinz, Andreas; Huys, Quentin J M; Montague, P Read; Owen, Michael J; Friston, Karl J

Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology. Journal Article

In: Lancet Psychiatry, vol. 3, iss. 1, pp. 84–90, 2016.

Abstract | Links | BibTeX

Stephan, Klaas E; Bach, Dominik R; Fletcher, Paul C; Flint, Jonathan; Frank, Michael J; Friston, Karl J; Heinz, Andreas; Huys, Quentin J M; Owen, Michael J; Binder, Elisabeth B; Dayan, Peter; Johnstone, Eve C; Meyer-Lindenberg, Andreas; Montague, P Read; Schnyder, Ulrich; Wang, Xiao-Jing; Breakspear, Michael

Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis. Journal Article

In: Lancet Psychiatry, vol. 3, iss. 1, pp. 77–83, 2016.

Abstract | Links | BibTeX

Huys, Quentin J M; Daw, Nathaniel D; Dayan, Peter

Depression: a decision-theoretic analysis. Journal Article

In: Annual review of neuroscience, vol. 38, pp. 1–23, 2015.

Abstract | Links | BibTeX

Huys, Q J M; Guitart-Masip, M; Dolan, R J; Dayan, P

Decision-Theoretic Psychiatry Journal Article

In: Clinical Psychological Science, vol. 3, no. 3, pp. 400–421, 2015.

Abstract | Links | BibTeX

Huys, Quentin J M.; Tobler, Philippe N.; Hasler, Gregor; Flagel, Shelly B.

The role of learning-related dopamine signals in addiction vulnerability. Journal Article

In: Prog Brain Res, vol. 211, pp. 31–77, 2014.

Abstract | Links | BibTeX

Huys, Quentin J. M.; Moutoussis, Michael; Williams, Jonathan

Are computational models of any use to psychiatry? Journal Article

In: Neural Networks, vol. 24, no. 6, pp. 544–551, 2011.

Abstract | Links | BibTeX

Dayan, Peter; Huys, Quentin J M

Serotonin in affective control. Journal Article

In: Annu Rev Neurosci, vol. 32, pp. 95–126, 2009.

Abstract | Links | BibTeX



Book Chapters

Huys, Quentin J. M.; Browning, Michael

A Computational View on the Nature of Reward and Value in Anhedonia Journal Article

In: vol. 58, pp. 515-535, 2022.

Abstract | Links | BibTeX

Huys, Quentin J. M.; Series, Peggy

Reward-Based Learning, Model-Based and Model-Free. Book Chapter

In: Jager, D.; Jung, R. (Ed.): Encyclopaedia of Computational Neuroscience, pp. 3042–3050, Springer, New York, NY, 2022.

Links | BibTeX

Huys, Q. J. M.

Computational Psychiatry Book Chapter

In: Jaeger, Jung D. (Ed.): Encyclopaedia of Computational Neuroscience, pp. 944–952, Springer, New York, NY, 2022.

Links | BibTeX

Huys, Q. J. M.

Computational cognitive methods for precision psychiatry (with a preprint link) Book Chapter

In: Precision Psychiatry. Using Neuroscience Insights toInform Personally Tailored, Measurement-Based Care, pp. 179, 2021.

Abstract | Links | BibTeX

Visser, R. M.; Anderson, M. C.; Aron, A.; Banich, M. T.; Brady, K. T.; Huys, Q. J. M.; Monfils, M. -H.; Schiller, D.; Schlagenhauf, F.; Schooler, J.; Robbins, T. W.

Neuropsychological Mechanisms of Intrusive Thinking Book Chapter

In: Intrusive Thinking, pp. 124-184, The MIT Press, 2020.

Links | BibTeX

Huys, Quentin J. M.; Seriès, Peggy

Reward-Based Learning, Model-Based and Model-Free Book Chapter

In: Encyclopedia of Computational Neuroscience, pp. 1–9, Springer New York, 2019.

Links | BibTeX

Huys, Q J M

Bayesian approaches to learning and decision-making Book Chapter

In: Anticevic, A; Murray, J (Ed.): Computational Psychiatry: Mathematical Modelling of Mental Illness, Elsevier, 2017.

Links | BibTeX

Huys, Quentin J. M.

A valuation framework for emotions applied to depression and recurrence Book Chapter

In: Reddish, A. David; Gordon, Joshua A. (Ed.): Computational Psychiatry: New Perspectives on Mental Illness, vol. 20, pp. 275–292, MIT Press, 2016.

Links | BibTeX

Totah, Nelson; Akil, Huda; Huys, Quentin J. M.; Krystal, John H.; III, Tiago V. Maia Angus W. Maconald; Malenka, Robert C.; Pauli, Wolfgang M.

Complexity and Heterogeneity in Psychiatric Disorders Book Chapter

In: Reddish, A. David; Gordon, Joshua A. (Ed.): Computational Psychiatry: New Perspectives on Mental Illness, vol. 20, pp. 33–59, MIT Press, 2016.

Links | BibTeX

Cools,; Ouden,; Huys,

How do emotion and cognition interact? Book Chapter

In: 2016.

Links | BibTeX

Huys, Quentin J. M.; Cruickshank, Anthony; Seriès, Peggy

Model-based and model-free decision-making Book Chapter

In: Encyclopedia of Computational Neuroscience, pp. 1–10, Springer New York, 2014.

Links | BibTeX

Huys, Quentin

Computational Psychiatry Book Chapter

In: Encyclopedia of Computational Neuroscience, pp. 1–10, Springer New York, 2014.

Links | BibTeX

Huys, Q J M; Beck, A; Dayan, P; Heinz, A

Neurobiological structure and computational understanding of addictive behaviour Incollection

In: Phenomenological neuropsychiatry: bridging the clinic and clinical neuroscience, New York: Springer, 2014.

Abstract | Links | BibTeX

Lieder, F.; Goodman, N.; Huys, Q J M

Controllability and resource-rational planning Inproceedings

In: Comp. Sys. Neurosci., 2013.

Abstract | Links | BibTeX



Commentaries, Editorials & Misc.

Browning, Michael; Paulus, Martin; Huys, Quentin J. M.

What is Computational Psychiatry Good For? Journal Article

In: Biological Psychiatry, 2022.

Links | BibTeX

Huys, Quentin J. M.

Is there mathematics to madness? Journal Article

In: Brain, 2022.

Links | BibTeX

Huys, Quentin J. M.

Computational Psychiatry Series Journal Article

In: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, vol. 5, no. 9, pp. 835–836, 2020.

Links | BibTeX

Mihalik, Agoston; Adams, Rick A.; Huys, Quentin

Canonical Correlation Analysis for Identifying Biotypes of Depression Journal Article

In: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, vol. 5, no. 5, pp. 478–480, 2020.

Links | BibTeX

Browning, Michael; Carter, Cameron S.; Chatham, Christopher; Ouden, Hanneke Den; Gillan, Claire M; Baker, Justin T.; Chekroud, Adam M.; Cools, Roshan; Dayan, Peter; Gold, James; Goldstein, Rita Z.; Hartley, Catherine A.; Kepecs, Adam; Lawson, Rebecca P.; Miranda, Janaina Mourao-; Phillips, Mary L.; Pizzagalli, Diego A.; Powers, Albert; Rindskopf, David; Roiser, Jonathan P; Schmack, Katharina; Schiller, Daniela; Sebold, Miriam; Stephan, Klaas Enno; Frank, Michael J; Huys, Quentin J. M.; Paulus, Martin

Realizing the Clinical Potential of Computational Psychiatry: Report from the Banbury Center Meeting, February 2019 Journal Article

In: Biol Psychiatry, pp. e5-e10, 2020.

Abstract | Links | BibTeX

Russek, Evan M.; Moran, Rani; McNamee, Daniel; Reiter, Andrea; Liu, Yunzhe; Dolan, Raymond J.; Huys, Quentin J. M.

Opportunities for emotion and mental health research in the resource-rationality framework Journal Article

In: Behavioral and Brain Sciences, vol. 43, 2020.

Abstract | Links | BibTeX

Huys, Quentin J M

Advancing Clinical Improvements for Patients Using the Theory-Driven and Data-Driven Branches of Computational Psychiatry. Journal Article

In: JAMA psychiatry, vol. 75, iss. 3, pp. 225–226, 2018.

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Maia, Tiago V; Huys, Quentin J M; Frank, Michael J

Theory-Based Computational Psychiatry. Journal Article

In: Biological psychiatry, vol. 82, iss. 6, pp. 382–384, 2017.

Abstract | Links | BibTeX

Huys, Quentin J M; Maia, Tiago V; Paulus, Martin P

Computational Psychiatry: From Mechanistic Insights to the Development of New Treatments. Journal Article

In: Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, vol. 1, iss. 5, pp. 382–385, 2016.

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Berwian,; Seifritz,; Walter,; Huys,

Rückfallvorhersage nach Absetzenvon Antidepressiva Journal Article

In: InFo NEUROLOGIE & PSYCHIATRIE, vol. 14, no. 2, pp. 16-19, 2016.

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Huys, Quentin J. M.

Rückfallvorhersage bei Depressionen: welche Rolle spielen Schuldgefühle? Journal Article

In: Info Neurologie und Psychiatrie, 2016.

BibTeX

Huys, Quentin J M; Petzschner, Frederike H

Failure modes of the will: from goals to habits to compulsions? Journal Article

In: The American journal of psychiatry, vol. 172, iss. 3, pp. 216–218, 2015.

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Dayan, Peter; Huys, Quentin

Serotonin's many meanings elude simple theories. Journal Article

In: Elife, vol. 4, 2015.

Abstract | Links | BibTeX

und Quentin Huys Von Jan Conradi, Lisa Holper

Dualdiagnose – Schizophrenie und Sucht Journal Article

In: Pro Mente Sana aktuell, pp. 28-29, 2014.

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Genauck, Alexander; Huys, Quentin J M; Heinz, Andreas; Rapp, Michael A

Pawlowsch-Instrumentelle Transfereffekte bei Alkoholabhängigkeit Journal Article

In: SUCHT-Zeitschrift für Wissenschaft und Praxis/Journal of Addiction Research and Practice, vol. 59, no. 4, pp. 215–223, 2013.

Abstract | Links | BibTeX

Huys,; Dayan,

Computational unhappiness: Modelling depression Journal Article

In: Frontiers in Computational Neuroscience, 2009.

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Natarajan, Rama; Huys, Quentin JM; Dayan, Peter; Zemel, Richard S

Online learning and inference in spiking populations Online

2007, visited: 01.01.2007.

Abstract | Links | BibTeX

Huys, Quentin J M; Paninski, Liam

Model-based optimal interpolation and filtering for noisy, intermittent biophysical recordings Journal Article

In: Fifteenth Annual Computational Neuroscience Meeting, 2006.

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PhD Thesis

Renz, Daniel

Advancing Markov Decision Processes and Multivariate Gaussian Processes as Tools for Computational Psychiatry PhD Thesis

2018.

Abstract | Links | BibTeX

Huys, Quentin Jan Marie

Reinforcers and control. Towards a computational ætiology of depression PhD Thesis

Gatsby Computational Neuroscience Unit, UCL, University of London, 2007.

Abstract | Links | BibTeX