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Probability matching as a computational strategy used in perception

PLoS computational biology, 2010-08, Vol.6 (8), p.e1000871-864

2010

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Vigor in the Face of Fluctuating Rates of Reward: An Experimental Examination

Journal of cognitive neuroscience, 2011-12, Vol.23 (12), p.3933-3938

2011

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Fast and Accurate Learning When Making Discrete Numerical Estimates

PLoS computational biology, 2016-04, Vol.12 (4), p.e1004859-e1004859

2016

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Causal inference in perception

Trends in cognitive sciences, 2010-09, Vol.14 (9), p.425-432

2010

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Pavlovian-instrumental interaction in 'observing behavior'

PLoS computational biology, 2010-09, Vol.6 (9), p.e1000903-381

2010

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Human trimodal perception follows optimal statistical inference

Journal of vision (Charlottesville, Va.), 2008-03, Vol.8 (3), p.24.1-2411

2008

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Separate encoding of model-based and model-free valuations in the human brain

NeuroImage (Orlando, Fla.), 2011-10, Vol.58 (3), p.955-962

2011

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Opposing effects of reward and punishment on human vigor

Scientific reports, 2017-02, Vol.7 (1), p.42287-42287, Article 42287

2017

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Bayesian transfer in a complex spatial localization task

Journal of vision (Charlottesville, Va.), 2020-06, Vol.20 (6), p.17

2020

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Using Occam’s razor and Bayesian modelling to compare discrete and continuous representations in numerosity judgements

Cognitive psychology, 2020-11, Vol.122, p.101309-101309, Article 101309

2020

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Prior expectation of objects in space is dependent on the direction of gaze

Cognition, 2019-01, Vol.182, p.220-226

2019

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Unveiling functions of the visual cortex using task-specific deep neural networks

PLoS computational biology, 2021-08, Vol.17 (8), p.e1009267-e1009267

2021

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Stochastic optimal feedforward-feedback control determines timing and variability of arm movements with or without vision

PLoS computational biology, 2021-06, Vol.17 (6), p.e1009047-e1009047

2021

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The human prefrontal cortex mediates integration of potential causes behind observed outcomes

Journal of neurophysiology, 2011-09, Vol.106 (3), p.1558-1569

2011

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Hybrid predictive coding: Inferring, fast and slow

PLoS computational biology, 2023-08, Vol.19 (8), p.e1011280-e1011280

2023

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Explaining the flaws in human random generation as local sampling with momentum

PLoS computational biology, 2024-01, Vol.20 (1), p.e1011739-e1011739

2024

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The drift diffusion model as the choice rule in inter-temporal and risky choice: A case study in medial orbitofrontal cortex lesion patients and controls

PLoS computational biology, 2020-04, Vol.16 (4), p.e1007615-e1007615

2020

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Bayesian priors are encoded independently from likelihoods in human multisensory perception

Journal of vision (Charlottesville, Va.), 2009-05, Vol.9 (5), p.23.1-23

2009

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The catecholamine precursor Tyrosine reduces autonomic arousal and decreases decision thresholds in reinforcement learning and temporal discounting

PLoS computational biology, 2022-12, Vol.18 (12), p.e1010785

2022

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Efficient sampling-based Bayesian Active Learning for synaptic characterization

PLoS computational biology, 2023-08, Vol.19 (8), p.e1011342

2023

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Causal inference regulates audiovisual spatial recalibration via its influence on audiovisual perception

PLoS computational biology, 2021-11, Vol.17 (11), p.e1008877-e1008877

2021

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Intrinsic motivation for choice varies with individual risk attitudes and the controllability of the environment

PLoS computational biology, 2023-08, Vol.19 (8), p.e1010551-e1010551

2023

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Neural spiking for causal inference and learning

PLoS computational biology, 2023-04, Vol.19 (4), p.e1011005-e1011005

2023

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Action planning and control under uncertainty emerge through a desirability-driven competition between parallel encoding motor plans

PLoS computational biology, 2021-10, Vol.17 (10), p.e1009429-e1009429

2021

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Human online adaptation to changes in prior probability

PLoS computational biology, 2019-07, Vol.15 (7), p.e1006681-e1006681

2019

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Probability matching as a computational strategy used in perception

Vigor in the Face of Fluctuating Rates of Reward: An Experimental Examination

Fast and Accurate Learning When Making Discrete Numerical Estimates

Causal inference in perception

Pavlovian-instrumental interaction in 'observing behavior'

Human trimodal perception follows optimal statistical inference

Separate encoding of model-based and model-free valuations in the human brain

Opposing effects of reward and punishment on human vigor

Bayesian transfer in a complex spatial localization task

Using Occam’s razor and Bayesian modelling to compare discrete and continuous representations in numerosity judgements

Prior expectation of objects in space is dependent on the direction of gaze

Unveiling functions of the visual cortex using task-specific deep neural networks

Stochastic optimal feedforward-feedback control determines timing and variability of arm movements with or without vision

The human prefrontal cortex mediates integration of potential causes behind observed outcomes

Hybrid predictive coding: Inferring, fast and slow

Explaining the flaws in human random generation as local sampling with momentum

The drift diffusion model as the choice rule in inter-temporal and risky choice: A case study in medial orbitofrontal cortex lesion patients and controls

Bayesian priors are encoded independently from likelihoods in human multisensory perception

The catecholamine precursor Tyrosine reduces autonomic arousal and decreases decision thresholds in reinforcement learning and temporal discounting

Efficient sampling-based Bayesian Active Learning for synaptic characterization

Causal inference regulates audiovisual spatial recalibration via its influence on audiovisual perception

Intrinsic motivation for choice varies with individual risk attitudes and the controllability of the environment

Neural spiking for causal inference and learning

Action planning and control under uncertainty emerge through a desirability-driven competition between parallel encoding motor plans

Human online adaptation to changes in prior probability

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