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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

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, Quentin J M Huys Anna Katinka Louise Von Borries Dirk

(In press) 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.

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.

Abstract | Links | BibTeX

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

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.

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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.

Abstract | Links | BibTeX

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.

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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.

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.

Links | BibTeX

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.

Links | BibTeX

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.

Links | BibTeX

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