Publications

Depression / Computational Psychiatry

phd thesis

under review

  • aversive pavlovian control of instrumental behavior in humans
  • geurts dem / huys qjm / den ouden hem / cools r
  • altered pavlovian control of withdrawal is a state marker of depression
  • huys qjm / gölzer m / friedel e / heinz a / cools r / dayan p / dolan rj
  • neural correlates of reversal learning in schizophrenia
  • schlagenhauf f / huys qjm / deserno m / rapp ma / beck a / heinz a
  • mapping anhedonia onto reinforcement learning. a behavioural meta-analysis.
  • huys qjm / pizzagalli da / bogdan r / dayan p

peer reviewed

  • go and no go learning in reward and punishment: interactions between affect and effect
  • guitart-masip m / huys qjm / fuentemilla l / dayan p / düzel e / dolan rj :: Neuroimage (2012) In Press :: [doi]
  • bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees
  • huys qjm / eshel n / o'lions e / sheridan l / dayan p / roiser jp :: PLoS Comp Biol (2012) 8(3): e1002410 :: [doi] [pdf]
  • ventral striatal prediction error signalling is associated with dopamine synthesis capacity and fluid intelligence
  • schlagenhauf f / rapp ma / huys qjm / beck a / wüstenberg t / deserno l / buchholz hg / kalbitzer j / buchert r / kienast t / cumming p / plotkin m / kumakura y / grace aa / dolan rj / heinz a :: Human Brain Mapping (2012) :: [preprint] [doi]
  • action dominates valence in anticipatory representations in the human striatum and dopaminergic midbrain
  • guitart-masip m / fuentemilla l / bach dr / huys qjm / dayan p / dolan rj / and düzel e :: J. Neurosci (2011) 31(21):7867-75 :: [doi]
  • disentangling the roles of approach, activation and valence in instrumental and pavlovian responding
  • huys qjm / cools r / gölzer m / friedel e / heinz a / dolan rj / dayan p :: PLoS Comp Biol (2011) 7(4): e1002028 :: [doi] [pdf]
  • are computational models useful for psychiatry?
  • huys qjm / moutoussis m / williams jw :: Neural Networks (2011) 24(6):544-551 :: [doi] [preprint]
  • computational unhappiness: modelling depression
  • huys qjm / dayan p :: Frontiers in Neurosciences (2009) 3(2):263 :: [pdf] [preprint]
  • serotonin in affective control
  • dayan p / huys qjm :: Annu Rev Neurosci (2009) :: 32: 95-126 [doi] [paper] [preprint]
  • a bayesian formulation of behavioral control
  • huys qjm / dayan p :: Cognition (2009) :: Special Issue [doi] [paper] [supplement] [preprint]
  • psychiatry: insights into depression through normative decision-making models
  • huys qjm / vogelstein jv / dayan p :: NIPS 2008 [paper]
  • serotonin, behavioral inhibition and negative mood
  • dayan p / huys qjm :: PLoS Computational Biology (2008) 4(2): e4. [doi] [paper] [supplementary material] [preprint]

book chapters

  • neurobiological understanding and computational models of addictive behavior
  • huys qjm / beck a / dayan p / heinz a :: mishara et al. (ed.) (2011) phenomenological neuropsychiatry: bridging the clinic and clinical neuroscience ::

unrefereed

  • the neural bases of reversal learning deficits in unmedicated schizophrenia patients
  • schlagenhauf f / huys qjm / deserno m / rapp ma / beck a / heinz a :: Einstein meeting Berlin 2011 [poster]
  • psychopathy: a dysfunction in pavlovian-to-instrumental transfer
  • geurts d / von borries k / huys qjm / verkes r-j / cools r :: biological psychiatry 2011 [poster]
  • approaching avoidance: instrumental and pavlovian asymmetries in the procesing of rewards and punishments
  • huys qjm / cools r / gölzer m / friedel e / heinz a / dolan r / dayan p :: cosyne 2010 [doi]
  • bonsai trees: how the pavlovian system sculpts sequential decisions
  • huys qjm / eshel n / dayan p / roiser jp :: cosyne 2010 [doi]
  • reward and helplessness in depression
  • huys qjm / bogdan r / den Ouden h/ Lisanby sh / pizzagalli da / dayan p :: cosyne 2008
  • normative learning: a route to depression?
  • huys qjm / dayan p :: cns 2007
  • depression as normal learning
  • huys qjm / dayan p :: nature medicine-roche conference on translational psychiatry
  • optimal helplessness: a normative framework for depression
  • huys qjm / dayan p :: cns 2006 [poster]
  • malignant evaluation :: reinforcement learning, neuromodulation and depression
  • huys qjm / dayan p :: cosyne 2006 :: [poster]

Population coding

peer reviewed

unrefereed

Single cells

peer reviewed

unrefereed

  • estimating non-homogeneous channel densities and synaptic activity from spatiotemporal dendritic voltage recordings
  • ahrens m / huys qjm / paninski l :: cosyne 2005 :: [poster]
  • estimating non-homogeneous channel densities and synaptic activity from spatiotemporal dendritic voltage recordings
  • ahrens m / huys qjm / paninski l :: SfN 2005 :: [poster]
  • model-based optimal interpolation and filtering for noisy, intermittent biophysical recordings
  • huys qjm / paninski l :: cns 2006 :: [abstract] [poster] [talk]
  • model-based smoothing of noisy, intermittent biophysical samples
  • huys qjm / paninski l :: cosyne 2007

Medicine

peer reviewed

  • screening patients with sensorineural hearing loss for a vestibular schwannoma using a bayesian classifier
  • nouarei sar / huys qjm / chatrath p / powles j / harcourt jp :: J. Clin. Otolaryngology (2007) 32(4):248-54 :: [paper]

unrefereed

  • screening of patients with sensorineural hearing loss for a vestibular schwannoma
  • nouarei sar / huys qjm / chatrath p / powles j / harcourt jp :: R. Soc. Med. Section of Otology Abs. 2006