Kerstin Preuschoff

University of Geneva — Switzerland

Neuroscience · Life Sciences

22h-index5.3kcitations50works0.02yr avg
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Research Topics

Neural dynamics and brain function(26), Neural and Behavioral Psychology Studies(22), Decision-Making and Behavioral Economics(9), Memory and Neural Mechanisms(8), Functional Brain Connectivity Studies(5)

Publications48 total

Value representations: Fast and slow
Neuron·2022
Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making
NeuroImage·2021· 13 citedOpen Access
Testing models at the neural level reveals how the brain computes subjective value
Proceedings of the National Academy of Sciences·2021· 32 citedOpen Access
A Bird's eye view from below: Activity in the temporo-parietal junction predicts from-above Necker Cube percepts
Neuropsychologia·2020· 6 cited
Risk prediction error signaling: A two-component response?
NeuroImage·2020· 18 citedOpen Access
Information Theoretic Characterization of Uncertainty Distinguishes Surprise From Accuracy Signals in the Brain
Frontiers in Artificial Intelligence·2020· 23 citedOpen Access
Anterior insula reflects surprise in value-based decision-making and perception
NeuroImage·2020· 72 citedOpen Access
One-shot learning and behavioral eligibility traces in sequential decision making
eLife·2019· 34 citedOpen Access
Author response: One-shot learning and behavioral eligibility traces in sequential decision making
2019Open Access
Neuroeconomics: data analysis
Edward Elgar Publishing eBooks·2019
Anterior Insula Reflects Inferential Errors in Value-Based Decision-making and Perception
2019Open Access
Decision letter: Sensory prediction errors in the human midbrain signal identity violations independent of perceptual distance
2019Open Access
An Overview of Functional Magnetic Resonance Imaging Techniques for Organizational Research
Organizational Research Methods·2018· 31 citedOpen Access
Balancing New against Old Information: The Role of Puzzlement Surprise in Learning
Neural Computation·2017· 75 citedOpen Access
Neurofinance
Organizational Research Methods·2017· 38 cited
Evidence for eligibility traces in human learning
arXiv (Cornell University)·2017Open Access
Balancing New Against Old Information: The Role of Surprise
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016· 3 citedOpen Access
Balancing New Against Old Information: The Role of Surprise in Learning
arXiv (Cornell University)·2016· 2 citedOpen Access
Surprise-based learning: a novel measure of surprise with applications for learning within changing environments
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016Open Access
Surprise-modulated belief update: how to learn within changing environments?
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2016Open Access
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Frequent Co-authors

Wulfram Gerstner(16), Mohammadjavad Faraji(9), Peter Bossaerts(8), Leyla Loued‐Khenissi(6), Marco P. Lehmann(5), Steven R. Quartz(4), Ming Hsu(4), Vasiliki Liakoni(4), Michael H. Herzog(4), Philippe N. Tobler(3), Mohammad Javad Faraji(3), Tania Singer(2), Wolfram Schultz(2), Colin F. Camerer(2), Christopher D. Fiorillo(2), Sarah Rudorf(2), Adrien Pfeuffer(2), Wolfgang Einhäuser(2), Christof Koch(2), Xu He(2)