Ghent University Academic Bibliography

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Reinforcement learning and meta-decision making

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2024) CURRENT OPINION IN BEHAVIORAL SCIENCES.
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Humans adaptively select different computational strategies in different learning environments

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2024) PSYCHOLOGICAL REVIEW.
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Learning environment-specific learning rates

Jonas Simoens (UGent) , Tom Verguts (UGent) and Senne Braem (UGent)

(2024) PLOS COMPUTATIONAL BIOLOGY.
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Manipulating prior beliefs causally induces under- and overconfidence

Hélène Van Marcke, Pierre Le Denmat, Tom Verguts (UGent) and Kobe Desender

(2024) PSYCHOLOGICAL SCIENCE.
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How much data do we need to estimate computational models of decision-making? The COMPASS toolbox

Maud Beeckmans, Pieter Huycke (UGent) , Tom Verguts (UGent) and Pieter Verbeke (UGent)

(2024) BEHAVIOR RESEARCH METHODS.
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Learning where to be flexible : using environmental cues to regulate cognitive control

Shengjie Xu (UGent) , Jonas Simoens (UGent) , Tom Verguts (UGent) and Senne Braem (UGent)

(2024) JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL. 153(2). p.328-338
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Synchronization in learning and cognitive control : computational and empirical investigations

Pieter Huycke (UGent)

(2023)
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Modulating hierarchical learning by high-definition transcranial alternating current stimulation at theta frequency

Meng Liu, Wenshan Dong, Yiling Wu, Pieter Verbeke (UGent) , Tom Verguts (UGent) and Qi Chen

(2023) CEREBRAL CORTEX. 33(8). p.4421-4431
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The neural substrates of how model-based learning affects risk taking : functional coupling between right cerebellum and left caudate

Hangfeng Huo, Elise Lesage (UGent) , Wenshan Dong, Tom Verguts (UGent) , Carol A. Seger, Sitong Diao, Tingyong Feng and Qi Chen

(2023) BRAIN AND COGNITION. 172.
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- Book
Introduction to modeling cognitive processes

Tom Verguts (UGent)

(2022)
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Dynamic influences on static measures of metacognition

Kobe Desender (UGent) , Luc Vermeylen (UGent) and Tom Verguts (UGent)

(2022) NATURE COMMUNICATIONS. 13.
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- PhD Thesis
The role spatial attention in serial order processes of verbal working memory

Vesal Rasoulzadeh (UGent)

(2022)
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Time-based binding as a solution to and a limitation for flexible cognition

Mehdi Senoussi (UGent) , Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2022) FRONTIERS IN PSYCHOLOGY. 12.
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Using top-down modulation to optimally balance shared versus separated task representations

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2022) NEURAL NETWORKS. 146. p.256-271
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Computational investigations of learning and synchronization in cognitive control

Pieter Huycke (UGent) , Elise Lesage (UGent) , Nico Böhler (UGent) and Tom Verguts (UGent)

(2022) JOURNAL OF COGNITION. 5(1).
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- PhD Thesis
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Learning to synchronize : computational and EEG investigations of cognitive flexibility

Pieter Verbeke (UGent)

(2022)
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Theta oscillations shift towards optimal frequency for cognitive control

Mehdi Senoussi (UGent) , Pieter Verbeke (UGent) , Kobe Desender (UGent) , Esther De Loof (UGent) , Durk Talsma (UGent) and Tom Verguts (UGent)

(2022) NATURE HUMAN BEHAVIOUR. 6(7). p.1000-1013
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Electrophysiological signatures of hierarchical learning

Meng Liu, Wenshan Dong, Shaozheng Qin, Tom Verguts (UGent) and Qi Chen

(2022) CEREBRAL CORTEX. 32(3). p.626-639
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Thunderstruck : the ACDC model of flexible sequences and rhythms in recurrent neural circuits

Cristian Buc Calderon (UGent) , Tom Verguts (UGent) and Michael J. Frank

(2022) PLOS COMPUTATIONAL BIOLOGY. 18(2).
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Imbalance between the caudate and putamen connectivity in obsessive-compulsive disorder

Ziwen Peng, Tingxin He, Ping Ren, Lili Jin, Qiong Yang, Chuanyong Xu, Rongzhen Wen, Jierong Chen, Zhen Wei, Tom Verguts (UGent) , et al.

(2022) NEUROIMAGE-CLINICAL. 35.
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Obsessive-compulsive disorder is characterized by decreased Pavlovian influence on instrumental behavior

Ziwen Peng, Luning He, Rongzhen Wen, Tom Verguts (UGent) , Carol A. Seger and Qi Chen

(2022) PLOS COMPUTATIONAL BIOLOGY. 18(10).
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Neural representations of task context and temporal order during action sequence execution

Danesh Shahnazian (UGent) , Mehdi Senoussi (UGent) , Ruth Krebs (UGent) , Tom Verguts (UGent) and Clay Holroyd (UGent)

(2022) TOPICS IN COGNITIVE SCIENCE. 14(2). p.223-240
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The best laid plans : computational principles of anterior cingulate cortex

Clay Holroyd (UGent) and Tom Verguts (UGent)

(2021) TRENDS IN COGNITIVE SCIENCES. 25(4). p.316-329
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Reward prediction errors drive declarative learning irrespective of agency

Kate Ergo, Luna De Vilder, Esther De Loof (UGent) and Tom Verguts (UGent)

(2021) PSYCHONOMIC BULLETIN & REVIEW. 28. p.2045-2056
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Neural synchrony for adaptive control

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2021) JOURNAL OF COGNITIVE NEUROSCIENCE. 33(11). p.2394-2412
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Theta and alpha power across fast and slow timescales in cognitive control

Pieter Huycke (UGent) , Pieter Verbeke (UGent) , Nico Böhler (UGent) and Tom Verguts (UGent)

(2021) EUROPEAN JOURNAL OF NEUROSCIENCE. 54(2). p.4581-4594
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- PhD Thesis
Stimulus-action association in working memory : a neurocognitive approach

Silvia Formica (UGent)

(2021)
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Reward and reward prediction error in declarative memory

Kate Ergo

(2021)
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- Journal Article
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Dynamic expressions of confidence within an evidence accumulation framework

Kobe Desender (UGent) , Tobias H. Donner and Tom Verguts (UGent)

(2021) COGNITION. 207.
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Learning to synchronize : midfrontal theta dynamics during rule switching

Pieter Verbeke (UGent) , Kate Ergo, Esther De Loof (UGent) and Tom Verguts (UGent)

(2021) JOURNAL OF NEUROSCIENCE. 41(7). p.1516-1528
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Signed reward prediction errors in the ventral striatum drive episodic memory

Cristian Buc Calderon (UGent) , Esther De Loof (UGent) , Kate Ergo, Anna Snoeck (UGent) , Nico Böhler (UGent) and Tom Verguts (UGent)

(2021) JOURNAL OF NEUROSCIENCE. 41(8). p.1716-1726
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Outcome value and task aversiveness impact task procrastination through separate neural pathways

Shunmin Zhang, Tom Verguts (UGent) , Chenyan Zhang, Pan Feng, Qi Chen and Tingyong Feng

(2021) CEREBRAL CORTEX. 31(8). p.3846-3855
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Aberrant rich club organization in patients with obsessive-compulsive disorder and their unaffected first-degree relatives

Ziwen Peng, Xinyi Yang, Chuanyong Xu, Xiangshu Wu, Qiong Yang, Zhen Wei, Zihan Zhou, Tom Verguts (UGent) and Qi Chen

(2021) NEUROIMAGE-CLINICAL. 32.
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White matter alterations of the goal-directed system in patients with obsessive-compulsive disorder and their unaffected first-degree relatives

Ziwen Peng, Chuanyong Xu, Ning Ma, Qiong Yang, Ping Ren, Rongzhen Wen, Lili Jin, Jierong Chen, Zhen Wei, Tom Verguts (UGent) , et al.

(2021) BIOLOGICAL PSYCHIATRY-COGNITIVE NEUROSCIENCE AND NEUROIMAGING. 6(10). p.992-1001
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Spatial attention in serial order working memory : an EEG study

Vesal Rasoulzadeh (UGent) , Muhammet Ikbal Sahan (UGent) , Jean-Philippe van Dijck (UGent) , Elger Abrahamse, Anna Marzecova (UGent) , Tom Verguts (UGent) and Wim Fias (UGent)

(2021) CEREBRAL CORTEX. 31(5). p.2482-2493
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Autistic traits are related to worse performance in a volatile reward learning task despite adaptive learning rates

Judith Goris (UGent) , Massimo Silvetti (UGent) , Tom Verguts (UGent) , Roeljan Wiersema (UGent) , Marcel Brass (UGent) and Senne Braem (UGent)

(2021) AUTISM. 25(2). p.440-451
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Reward prediction error and declarative memory

Kate Ergo, Esther De Loof (UGent) and Tom Verguts (UGent)

(2020) TRENDS IN COGNITIVE SCIENCES. 24(5). p.388-397
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- PhD Thesis
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Temporal and task-specific profiles of effort investment

Lambertus Aben

(2020)
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Cognitive effort modulates connectivity between dorsal anterior cingulate cortex and task-relevant cortical areas

Bart Aben, Cristian Buc Calderon (UGent) , Eva Van den Bussche and Tom Verguts (UGent)

(2020) JOURNAL OF NEUROSCIENCE. 40(19). p.3838-3848
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Failure to modulate reward prediction errors in declarative learning with theta (6 Hz) frequency transcranial alternating current stimulation

Kate Ergo, Esther De Loof (UGent) , Gillian Debra (UGent) , Bernhard Pastötter and Tom Verguts (UGent)

(2020) PLOS ONE. 15(12).
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The hand-lateralization of spatial associations in working memory and long-term memory

Dandan Zhou, Jie Luo, Zizhen Yi, Yun Li, Shuting Yang, Tom Verguts (UGent) and Qi Chen

(2020) QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY. 73(8). p.1150-1161
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Variability in the analysis of a single neuroimaging dataset by many teams

Rotem Botvinik-Nezer, Felix Holzmeister, Colin F. Camerer, Anna Dreber, Juergen Huber, Magnus Johannesson, Michael Kirchler, Roni Iwanir, Jeanette A. Mumford, R. Alison Adcock, et al.

(2020) NATURE. 582(7810). p.84-88
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Attentional orienting relies on Bayesian estimates of expected and unexpected uncertainty

Anna Marzecova (UGent) , Eva Van den Bussche and Tom Verguts (UGent)

(2019) p.1-4
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Oscillatory signatures of reward prediction errors in declarative learning

Kate Ergo, Esther De Loof (UGent) , Clio Janssens (UGent) and Tom Verguts (UGent)

(2019) NEUROIMAGE. 186. p.137-145
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- PhD Thesis
Feature selection and machine learning : applications to task set representations

James Deraeve

(2019)
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The sound of beauty : how complexity determines aesthetic preference

Jeroen Delplanque, Esther De Loof (UGent) , Clio Janssens and Tom Verguts (UGent)

(2019) ACTA PSYCHOLOGICA. 192. p.146-152
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Learning to synchronize : how biological agents can couple neural task modules for dealing with the stability-plasticity dilemma

Pieter Verbeke (UGent) and Tom Verguts (UGent)

(2019) PLOS COMPUTATIONAL BIOLOGY. 15(8).
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Persistent modification of cognitive control through attention training

Lambertus Aben, Blerina Iseni, Eva Van den Bussche and Tom Verguts (UGent)

(2019) QUARTERLY JOURNAL OF EXPERIMENTAL PSYCHOLOGY. 72(3). p.413-423
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Anticipation of a mentally effortful task recruits Dorsolateral Prefrontal Cortex : an fNIRS validation study

Eliana Vassena, Robin Gerrits (UGent) , Jelle Demanet (UGent) , Tom Verguts (UGent) and Roma Siugzdaite

(2019) NEUROPSYCHOLOGIA. 123. p.106-115
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Striatal dopamine D2 binding correlates with locus of control : preliminary evidence from [11C]raclopride Positron Emission Tomography

Eliana Vassena (UGent) , Filip Van Opstal (UGent) , Ingeborg Goethals (UGent) and Tom Verguts (UGent)

(2019) INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY. 146. p.117-124

Reinforcement learning and meta-decision making

Humans adaptively select different computational strategies in different learning environments

Learning environment-specific learning rates

Manipulating prior beliefs causally induces under- and overconfidence

How much data do we need to estimate computational models of decision-making? The COMPASS toolbox

Learning where to be flexible : using environmental cues to regulate cognitive control

Synchronization in learning and cognitive control : computational and empirical investigations

Modulating hierarchical learning by high-definition transcranial alternating current stimulation at theta frequency

The neural substrates of how model-based learning affects risk taking : functional coupling between right cerebellum and left caudate

Introduction to modeling cognitive processes

Dynamic influences on static measures of metacognition

The role spatial attention in serial order processes of verbal working memory

Time-based binding as a solution to and a limitation for flexible cognition

Using top-down modulation to optimally balance shared versus separated task representations

Computational investigations of learning and synchronization in cognitive control

Learning to synchronize : computational and EEG investigations of cognitive flexibility

Theta oscillations shift towards optimal frequency for cognitive control

Electrophysiological signatures of hierarchical learning

Thunderstruck : the ACDC model of flexible sequences and rhythms in recurrent neural circuits

Imbalance between the caudate and putamen connectivity in obsessive-compulsive disorder

Obsessive-compulsive disorder is characterized by decreased Pavlovian influence on instrumental behavior

Neural representations of task context and temporal order during action sequence execution

The best laid plans : computational principles of anterior cingulate cortex

Reward prediction errors drive declarative learning irrespective of agency

Neural synchrony for adaptive control

Theta and alpha power across fast and slow timescales in cognitive control

Stimulus-action association in working memory : a neurocognitive approach

Reward and reward prediction error in declarative memory

Dynamic expressions of confidence within an evidence accumulation framework

Learning to synchronize : midfrontal theta dynamics during rule switching

Signed reward prediction errors in the ventral striatum drive episodic memory

Outcome value and task aversiveness impact task procrastination through separate neural pathways

Aberrant rich club organization in patients with obsessive-compulsive disorder and their unaffected first-degree relatives

White matter alterations of the goal-directed system in patients with obsessive-compulsive disorder and their unaffected first-degree relatives

Spatial attention in serial order working memory : an EEG study

Autistic traits are related to worse performance in a volatile reward learning task despite adaptive learning rates

Reward prediction error and declarative memory

Temporal and task-specific profiles of effort investment

Cognitive effort modulates connectivity between dorsal anterior cingulate cortex and task-relevant cortical areas

Failure to modulate reward prediction errors in declarative learning with theta (6 Hz) frequency transcranial alternating current stimulation

The hand-lateralization of spatial associations in working memory and long-term memory

Variability in the analysis of a single neuroimaging dataset by many teams

Attentional orienting relies on Bayesian estimates of expected and unexpected uncertainty

Oscillatory signatures of reward prediction errors in declarative learning

Feature selection and machine learning : applications to task set representations

The sound of beauty : how complexity determines aesthetic preference

Learning to synchronize : how biological agents can couple neural task modules for dealing with the stability-plasticity dilemma

Persistent modification of cognitive control through attention training

Anticipation of a mentally effortful task recruits Dorsolateral Prefrontal Cortex : an fNIRS validation study

Striatal dopamine D2 binding correlates with locus of control : preliminary evidence from [11C]raclopride Positron Emission Tomography