Quentin Huys - Publications

Affiliations: 
UCL, Columbia, Columbia, MD, United States 
Area:
Computational Neuroscience, psychiatry
Website:
http://www.gatsby.ucl.ac.uk/~qhuys

55 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any innacuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Sommer C, Birkenstock J, Garbusow M, Obst E, Schad DJ, Bernhardt N, Huys QM, Wurst FM, Weinmann W, Heinz A, Smolka MN, Zimmermann US. Dysfunctional approach behavior triggered by alcohol-unrelated Pavlovian cues predicts long-term relapse in alcohol dependence. Addiction Biology. PMID 30561790 DOI: 10.1111/adb.12703  0.48
2018 Rupprechter S, Stankevicius A, Huys QJM, Steele JD, Seriès P. Major Depression Impairs the Use of Reward Values for Decision-Making. Scientific Reports. 8: 13798. PMID 30218084 DOI: 10.1038/s41598-018-31730-w  0.36
2018 Schad DJ, Garbusow M, Friedel E, Sommer C, Sebold M, Hägele C, Bernhardt N, Nebe S, Kuitunen-Paul S, Liu S, Eichmann U, Beck A, Wittchen HU, Walter H, Sterzer P, ... ... Huys QJM, et al. Neural correlates of instrumental responding in the context of alcohol-related cues index disorder severity and relapse risk. European Archives of Psychiatry and Clinical Neuroscience. PMID 29313106 DOI: 10.1007/s00406-017-0860-4  0.48
2017 Lally N, Huys QJM, Eshel N, Faulkner P, Dayan P, Roiser JP. The neural basis of aversive Pavlovian guidance during planning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28924006 DOI: 10.1523/JNEUROSCI.0085-17.2017  1
2017 Maia TV, Huys QJM, Frank MJ. Theory-Based Computational Psychiatry. Biological Psychiatry. 82: 382-384. PMID 28838466 DOI: 10.1016/j.biopsych.2017.07.016  0.52
2017 Sebold M, Nebe S, Garbusow M, Guggenmos M, Schad DJ, Beck A, Kuitunen-Paul S, Sommer C, Frank R, Neu P, Zimmermann US, Rapp MA, Smolka MN, Huys QJM, Schlagenhauf F, et al. When Habits Are Dangerous: Alcohol Expectancies and Habitual Decision Making Predict Relapse in Alcohol Dependence. Biological Psychiatry. PMID 28673442 DOI: 10.1016/j.biopsych.2017.04.019  0.48
2017 Nebe S, Kroemer NB, Schad DJ, Bernhardt N, Sebold M, Müller DK, Scholl L, Kuitunen-Paul S, Heinz A, Rapp MA, Huys QJ, Smolka MN. No association of goal-directed and habitual control with alcohol consumption in young adults. Addiction Biology. PMID 28111829 DOI: 10.1111/adb.12490  0.48
2016 Huys QJM, Deserno L, Obermayer K, Schlagenhauf F, Heinz A. Model-Free Temporal-Difference Learning and Dopamine in Alcohol Dependence: Examining Concepts From Theory and Animals in Human Imaging. Biological Psychiatry. Cognitive Neuroscience and Neuroimaging. 1: 401-410. PMID 29560869 DOI: 10.1016/j.bpsc.2016.06.005  0.48
2016 Sebold M, Schad DJ, Nebe S, Garbusow M, Jünger E, Kroemer NB, Kathmann N, Zimmermann US, Smolka MN, Rapp MA, Heinz A, Huys QJ. Don't Think, Just Feel the Music: Individuals with Strong Pavlovian-to-instrumental Transfer Effects Rely Less on Model-based Reinforcement Learning. Journal of Cognitive Neuroscience. 1-11. PMID 26942321 DOI: 10.1162/jocn_a_00945  0.48
2016 Huys QJ, Maia TV, Frank MJ. Computational psychiatry as a bridge from neuroscience to clinical applications. Nature Neuroscience. 19: 404-13. PMID 26906507 DOI: 10.1038/nn.4238  1
2016 Huys QJ, Gölzer M, Friedel E, Heinz A, Cools R, Dayan P, Dolan RJ. The specificity of Pavlovian regulation is associated with recovery from depression. Psychological Medicine. 1-9. PMID 26841896 DOI: 10.1017/S0033291715002597  1
2015 Stephan KE, Bach DR, Fletcher PC, Flint J, Frank MJ, Friston KJ, Heinz A, Huys QJ, Owen MJ, Binder EB, Dayan P, Johnstone EC, Meyer-Lindenberg A, Montague PR, Schnyder U, et al. Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis. The Lancet. Psychiatry. PMID 26573970 DOI: 10.1016/S2215-0366(15)00361-2  1
2015 Stephan KE, Binder EB, Breakspear M, Dayan P, Johnstone EC, Meyer-Lindenberg A, Schnyder U, Wang XJ, Bach DR, Fletcher PC, Flint J, Frank MJ, Heinz A, Huys QJ, Montague PR, et al. Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology. The Lancet. Psychiatry. PMID 26573969 DOI: 10.1016/S2215-0366(15)00360-0  1
2015 Adams RA, Huys QJ, Roiser JP. Computational Psychiatry: towards a mathematically informed understanding of mental illness. Journal of Neurology, Neurosurgery, and Psychiatry. PMID 26157034 DOI: 10.1136/jnnp-2015-310737  1
2015 Webb CA, Dillon DG, Pechtel P, Goer FK, Murray L, Huys QJ, Fava M, McGrath PJ, Weissman M, Parsey R, Kurian BT, Adams P, Weyandt S, Trombello JM, Grannemann B, et al. Neural Correlates of Three Promising Endophenotypes of Depression: Evidence from the EMBARC Study. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 26068725 DOI: 10.1038/npp.2015.165  1
2015 Dayan P, Huys Q. Serotonin's many meanings elude simple theories. Elife. 4. PMID 25853523 DOI: 10.7554/eLife.07390  1
2015 Garbusow M, Schad DJ, Sebold M, Friedel E, Bernhardt N, Koch SP, Steinacher B, Kathmann N, Geurts DE, Sommer C, Müller DK, Nebe S, Paul S, Wittchen HU, Zimmermann US, ... ... Huys QJ, et al. Pavlovian-to-instrumental transfer effects in the nucleus accumbens relate to relapse in alcohol dependence. Addiction Biology. PMID 25828702 DOI: 10.1111/adb.12243  1
2015 Huys QJ, Petzschner FH. Failure modes of the will: from goals to habits to compulsions? The American Journal of Psychiatry. 172: 216-8. PMID 25727532 DOI: 10.1176/appi.ajp.2014.14121502  1
2015 Huys QJ, Daw ND, Dayan P. Depression: A Decision-Theoretic Analysis. Annual Review of Neuroscience. 38: 1-23. PMID 25705929 DOI: 10.1146/annurev-neuro-071714-033928  1
2015 Huys QJ, Lally N, Faulkner P, Eshel N, Seifritz E, Gershman SJ, Dayan P, Roiser JP. Interplay of approximate planning strategies. Proceedings of the National Academy of Sciences of the United States of America. 112: 3098-103. PMID 25675480 DOI: 10.1073/pnas.1414219112  1
2015 Deserno L, Huys QJ, Boehme R, Buchert R, Heinze HJ, Grace AA, Dolan RJ, Heinz A, Schlagenhauf F. Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making. Proceedings of the National Academy of Sciences of the United States of America. 112: 1595-600. PMID 25605941 DOI: 10.1073/pnas.1417219112  1
2015 Deserno L, Beck A, Huys QJ, Lorenz RC, Buchert R, Buchholz HG, Plotkin M, Kumakara Y, Cumming P, Heinze HJ, Grace AA, Rapp MA, Schlagenhauf F, Heinz A. Chronic alcohol intake abolishes the relationship between dopamine synthesis capacity and learning signals in the ventral striatum. The European Journal of Neuroscience. 41: 477-86. PMID 25546072 DOI: 10.1111/ejn.12802  1
2015 Friedel E, Schlagenhauf F, Beck A, Dolan RJ, Huys QJ, Rapp MA, Heinz A. The effects of life stress and neural learning signals on fluid intelligence. European Archives of Psychiatry and Clinical Neuroscience. 265: 35-43. PMID 25142177 DOI: 10.1007/s00406-014-0519-3  1
2015 Huys QJM, Guitart-Masip M, Dolan RJ, Dayan P. Decision-Theoretic Psychiatry Clinical Psychological Science. 3: 400-421. DOI: 10.1177/2167702614562040  1
2014 Schad DJ, Jünger E, Sebold M, Garbusow M, Bernhardt N, Javadi AH, Zimmermann US, Smolka MN, Heinz A, Rapp MA, Huys QJ. Processing speed enhances model-based over model-free reinforcement learning in the presence of high working memory functioning. Frontiers in Psychology. 5: 1450. PMID 25566131 DOI: 10.3389/fpsyg.2014.01450  1
2014 Sebold M, Deserno L, Nebe S, Nebe S, Schad DJ, Garbusow M, Hägele C, Keller J, Jünger E, Kathmann N, Smolka MN, Smolka M, Rapp MA, Schlagenhauf F, Heinz A, ... Huys QJ, et al. Model-based and model-free decisions in alcohol dependence. Neuropsychobiology. 70: 122-31. PMID 25359492 DOI: 10.1159/000362840  1
2014 Garbusow M, Schad DJ, Sommer C, Jünger E, Sebold M, Friedel E, Wendt J, Kathmann N, Schlagenhauf F, Zimmermann US, Heinz A, Huys QJ, Rapp MA. Pavlovian-to-instrumental transfer in alcohol dependence: a pilot study. Neuropsychobiology. 70: 111-21. PMID 25359491 DOI: 10.1159/000363507  1
2014 Ly V, Huys QJ, Stins JF, Roelofs K, Cools R. Individual differences in bodily freezing predict emotional biases in decision making. Frontiers in Behavioral Neuroscience. 8: 237. PMID 25071491 DOI: 10.3389/fnbeh.2014.00237  1
2014 Huys QJ, Tobler PN, Hasler G, Flagel SB. The role of learning-related dopamine signals in addiction vulnerability. Progress in Brain Research. 211: 31-77. PMID 24968776 DOI: 10.1016/B978-0-444-63425-2.00003-9  1
2014 Stankevicius A, Huys QJ, Kalra A, Seriès P. Optimism as a prior belief about the probability of future reward. Plos Computational Biology. 10: e1003605. PMID 24853098 DOI: 10.1371/journal.pcbi.1003605  1
2014 Schlagenhauf F, Huys QJ, Deserno L, Rapp MA, Beck A, Heinze HJ, Dolan R, Heinz A. Striatal dysfunction during reversal learning in unmedicated schizophrenia patients. Neuroimage. 89: 171-80. PMID 24291614 DOI: 10.1016/j.neuroimage.2013.11.034  1
2014 Guitart-Masip M, Economides M, Huys QJ, Frank MJ, Chowdhury R, Duzel E, Dayan P, Dolan RJ. Differential, but not opponent, effects of L -DOPA and citalopram on action learning with reward and punishment. Psychopharmacology. 231: 955-66. PMID 24232442 DOI: 10.1007/s00213-013-3313-4  1
2013 Geurts DE, Huys QJ, den Ouden HE, Cools R. Serotonin and aversive Pavlovian control of instrumental behavior in humans. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 18932-9. PMID 24285898 DOI: 10.1523/JNEUROSCI.2749-13.2013  1
2013 Huys QJ, Pizzagalli DA, Bogdan R, Dayan P. Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis. Biology of Mood & Anxiety Disorders. 3: 12. PMID 23782813 DOI: 10.1186/2045-5380-3-12  1
2013 Geurts DE, Huys QJ, den Ouden HE, Cools R. Aversive Pavlovian control of instrumental behavior in humans. Journal of Cognitive Neuroscience. 25: 1428-41. PMID 23691985 DOI: 10.1162/jocn_a_00425  1
2013 Cavanagh JF, Eisenberg I, Guitart-Masip M, Huys Q, Frank MJ. Frontal theta overrides pavlovian learning biases. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 8541-8. PMID 23658191 DOI: 10.1523/JNEUROSCI.5754-12.2013  1
2013 Chowdhury R, Guitart-Masip M, Lambert C, Dayan P, Huys Q, Düzel E, Dolan RJ. Dopamine restores reward prediction errors in old age. Nature Neuroscience. 16: 648-53. PMID 23525044 DOI: 10.1038/nn.3364  1
2013 Schlagenhauf F, Rapp MA, Huys QJ, Beck A, Wüstenberg T, Deserno L, Buchholz HG, Kalbitzer J, Buchert R, Bauer M, Kienast T, Cumming P, Plotkin M, Kumakura Y, Grace AA, et al. Ventral striatal prediction error signaling is associated with dopamine synthesis capacity and fluid intelligence. Human Brain Mapping. 34: 1490-9. PMID 22344813 DOI: 10.1002/hbm.22000  1
2013 Genauck A, Huys QJM, Heinz A, Rapp MA. Pavlovian to instrumental transfer effects in alcohol dependency | Pawlowsch-instrumentelle transfereffekte bei alkoholabhängigkeit Sucht. 59: 215-223. DOI: 10.1024/0939-5911.a000256  1
2012 Guitart-Masip M, Huys QJ, Fuentemilla L, Dayan P, Duzel E, Dolan RJ. Go and no-go learning in reward and punishment: interactions between affect and effect. Neuroimage. 62: 154-66. PMID 22548809 DOI: 10.1016/j.neuroimage.2012.04.024  1
2012 Huys QJ, Eshel N, O'Nions E, Sheridan L, Dayan P, Roiser JP. Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees. Plos Computational Biology. 8: e1002410. PMID 22412360 DOI: 10.1371/journal.pcbi.1002410  1
2011 Guitart-Masip M, Fuentemilla L, Bach DR, Huys QJ, Dayan P, Dolan RJ, Duzel E. Action dominates valence in anticipatory representations in the human striatum and dopaminergic midbrain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 7867-75. PMID 21613500 DOI: 10.1523/JNEUROSCI.6376-10.2011  1
2011 Huys QJ, Cools R, Gölzer M, Friedel E, Heinz A, Dolan RJ, Dayan P. Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding. Plos Computational Biology. 7: e1002028. PMID 21556131 DOI: 10.1371/journal.pcbi.1002028  1
2011 Huys QJ, Moutoussis M, Williams J. Are computational models of any use to psychiatry? Neural Networks : the Official Journal of the International Neural Network Society. 24: 544-51. PMID 21459554 DOI: 10.1016/j.neunet.2011.03.001  1
2009 Huys QJ, Paninski L. Smoothing of, and parameter estimation from, noisy biophysical recordings. Plos Computational Biology. 5: e1000379. PMID 19424506 DOI: 10.1371/journal.pcbi.1000379  1
2009 Dayan P, Huys QJ. Serotonin in affective control. Annual Review of Neuroscience. 32: 95-126. PMID 19400722 DOI: 10.1146/annurev.neuro.051508.135607  1
2009 Huys QJ, Dayan P. A Bayesian formulation of behavioral control. Cognition. 113: 314-28. PMID 19285311 DOI: 10.1016/j.cognition.2009.01.008  1
2009 Huys QJM, Vogelstein JT, Dayan P. Psychiatry: Insights into depression through normative decision-making models Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 729-736.  1
2008 Natarajan R, Huys QJ, Dayan P, Zemel RS. Encoding and decoding spikes for dynamic stimuli. Neural Computation. 20: 2325-60. PMID 18386986 DOI: 10.1162/neco.2008.01-07-436  1
2008 Dayan P, Huys QJ. Serotonin, inhibition, and negative mood. Plos Computational Biology. 4: e4. PMID 18248087 DOI: 10.1371/journal.pcbi.0040004  1
2007 Nouraei SA, Huys QJ, Chatrath P, Powles J, Harcourt JP. Screening patients with sensorineural hearing loss for vestibular schwannoma using a Bayesian classifier. Clinical Otolaryngology : Official Journal of Ent-Uk ; Official Journal of Netherlands Society For Oto-Rhino-Laryngology & Cervico-Facial Surgery. 32: 248-54. PMID 17651265 DOI: 10.1111/j.1365-2273.2007.01460.x  1
2007 Huys QJ, Zemel RS, Natarajan R, Dayan P. Fast population coding. Neural Computation. 19: 404-41. PMID 17206870 DOI: 10.1162/neco.2007.19.2.404  1
2006 Huys QJ, Ahrens MB, Paninski L. Efficient estimation of detailed single-neuron models. Journal of Neurophysiology. 96: 872-90. PMID 16624998 DOI: 10.1152/jn.00079.2006  1
2005 Ahrens MB, Huys QJM, Paninski L. Large-scale biophysical parameter estimation in single neurons via constrained linear regression Advances in Neural Information Processing Systems. 25-32.  1
2005 Zemel RS, Huys QJM, Natarajan R, Dayan P. Probabilistic computation in spiking populations Advances in Neural Information Processing Systems 1
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