Quentin J. M. Huys

According to our database, Quentin J. M. Huys authored at least 24 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Characterizing the dynamics, reactivity and controllability of moods in depression with a Kalman filter.

Jolanda Malamud, Sinan Guloksuz, Ruud van Winkel, Philippe Delespaul, Marc A. F. De Hert, Catherine Derom, Evert Thiery, Nele Jacobs, Bart P. F. Rutten, Quentin J. M. Huys

PLoS Comput. Biol., 2024

2021

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

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

PLoS Comput. Biol., 2021

2019

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

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

PLoS Comput. Biol., 2019

2018

Generalization and Search in Risky Environments.

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

Cogn. Sci., 2018

2017

Computational neuroimaging strategies for single patient predictions.

Klaas E. Stephan, Florian Schlagenhauf, Quentin J. M. Huys, Sudhir Raman, Eduardo A. Aponte, Kay Henning Brodersen, Lionel Rigoux, Rosalyn J. Moran, Jean Daunizeau, Ray Dolan, Karl J. Friston, Andreas Heinz

NeuroImage, 2017

2016

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

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

J. Cogn. Neurosci., 2016

Better safe than sorry: Risky function exploitation through safe optimization.

Eric Schulz, Quentin J. M. Huys, Dominik R. Bach, Maarten Speekenbrink, Andreas Krause

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2014

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

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

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Computational Psychiatry.

Quentin J. M. Huys

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Optimism as a Prior Belief about the Probability of Future Reward.

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

PLoS Comput. Biol., 2014

Striatal dysfunction during reversal learning in unmedicated schizophrenia patients.

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

NeuroImage, 2014

2013

Aversive Pavlovian Control of Instrumental Behavior in Humans.

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

J. Cogn. Neurosci., 2013

Learned helplessness and generalization.

Falk Lieder, Noah D. Goodman, Quentin J. M. Huys

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees.

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

PLoS Comput. Biol., 2012

Go and no-go learning in reward and punishment: Interactions between affect and effect.

Marc Guitart-Masip, Quentin J. M. Huys, Lluís Fuentemilla, Peter Dayan, Emrah Düzel, Raymond J. Dolan

NeuroImage, 2012

2011

Disentangling the Roles of Approach, Activation and Valence in Instrumental and Pavlovian Responding.

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

PLoS Comput. Biol., 2011

Are computational models of any use to psychiatry?

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

Neural Networks, 2011

2009

Smoothing of, and Parameter Estimation from, Noisy Biophysical Recordings.

Quentin J. M. Huys, Liam Paninski

PLoS Comput. Biol., 2009

2008

Serotonin, Inhibition, and Negative Mood.

Peter Dayan, Quentin J. M. Huys

PLoS Comput. Biol., 2008

Encoding and Decoding Spikes for Dynamic Stimuli.

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

Neural Comput., 2008

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

Quentin J. M. Huys, Joshua T. Vogelstein, Peter Dayan

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Fast Population Coding.

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

Neural Comput., 2007

2005

Large-scale biophysical parameter estimation in single neurons via constrained linear regression.

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

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004

Probabilistic Computation in Spiking Populations.

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

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004