Testing models at the neural level reveals how the brain computes subjective value

Authors: Williams, Tony B., Burke, Christopher J., Nebe, Stephan, Preuschoff, Kerstin, Fehr, Ernst, Tobler, Philippe N.

Source: Proceedings of the National Academy of Sciences of the United States of America, 2021 Oct . 118(43), 1-9.

Access URL: https://www.jstor.org/stable/27093561

One-shot learning and behavioral eligibility traces in sequential decision making

Authors: Lehmann, Marco, Xu, He, Liakoni, Vasiliki, Herzog, Michael, Gerstner, Wulfram, Preuschoff, Kerstin

Source: eLife 2019; 8:e47463

Subject Terms: Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/1707.04192

Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making

Authors: Liakoni, Vasiliki, Lehmann, Marco P., Modirshanechi, Alireza, Brea, Johanni, Lutti, Antoine, Gerstner, Wulfram, Preuschoff, Kerstin

Source: In NeuroImage 1 February 2022 246

Balancing New Against Old Information: The Role of Surprise in Learning

Authors: Faraji, Mohammadjavad, Preuschoff, Kerstin, Gerstner, Wulfram

Subject Terms: Statistics - Machine Learning, Computer Science - Learning, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/1606.05642

A Bird's eye view from below: Activity in the temporo-parietal junction predicts from-above Necker Cube percepts

Authors: Loued-Khenissi, Leyla, Preuschoff, Kerstin

Source: In Neuropsychologia December 2020 149

Anterior insula reflects surprise in value-based decision-making and perception

Authors: Loued-Khenissi, Leyla, Pfeuffer, Adrien, Einhäuser, Wolfgang, Preuschoff, Kerstin

Source: In NeuroImage 15 April 2020 210

Value representations: Fast and slow

Authors: Preuschoff, Kerstin

Source: Neuron. 110(13):2046-2048

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100167145267.0x000001&indx=1&recIds=ETOCvdc_100167145267.0x000001

Risk prediction error signaling: A two-component response?

Authors: Lauffs, Marc M., Geoghan, Sophie A., Favrod, Ophélie, Herzog, Michael H., Preuschoff, Kerstin

Source: NEUROIMAGE. 214

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100114899978.0x000001&indx=1&recIds=ETOCvdc_100114899978.0x000001

Apathy and noradrenaline: silent partners to mild cognitive impairment in Parkinson's disease?

Authors: Loued-Khenissi, Leyla, Preuschoff, Kerstin

Source: Current opinion in neurology. 28(4):344-350

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100037051676.0x000001&indx=1&recIds=ETOCvdc_100037051676.0x000001

Explicit Neural Signals Reflecting Reward Uncertainty

Authors: Schultz, Wolfram, Preuschoff, Kerstin, Camerer, Colin, Hsu, Ming, Fiorillo, Christopher D., Tobler, Philippe N., Bossaerts, Peter

Source: Philosophical Transactions: Biological Sciences, 2008 Dec 01. 363(1511), 3801-3811.

Access URL: https://www.jstor.org/stable/20208835

Markowitz in the brain?

Authors: Preuschoff, Kerstin, Quartz, Steven, Bossaerts, Peter

Source: Revue d'économie politique, 2008 Jan 01. 118(1), 75-95.

Access URL: https://www.jstor.org/stable/24702951

Betting on Consciousness

Authors: KOCH, CHRISTOF, PREUSCHOFF, KERSTIN

Source: Scientific American Mind, 2007 Jun 01. 18(3), 16-17.

Access URL: https://www.jstor.org/stable/24939638

Neural Responses to Ingroup and Outgroup Members' Suffering Predict Individual Differences in Costly Helping

Authors: Hein, Grit, Silani, Giorgia, Preuschoff, Kerstin, Batson, C. Daniel, Singer, Tania

Source: In Neuron 2010 68(1):149-160

A common role of insula in feelings, empathy and uncertainty

Authors: Singer, Tania, Critchley, Hugo D., Preuschoff, Kerstin

Source: In Trends in Cognitive Sciences 2009 13(8):334-340

Investigating signal integration with canonical correlation analysis of fMRI brain activation data

Authors: Bruguier, Antoine, Preuschoff, Kerstin, Quartz, Steven, Bossaerts, Peter

Source: In Neuroimage 2008 41(1):35-44

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Neural Differentiation of Expected Reward and Risk in Human Subcortical Structures

Authors: Preuschoff, Kerstin, Bossaerts, Peter, Quartz, Steven R.

Source: In Neuron 2006 51(3):381-390

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Optimizing Experimental Design for Comparing Models of Brain Function.

Authors: Daunizeau, Jean^1,2, Preuschoff, Kerstin², Friston, Karl¹, Stephan, Klaas^1,2

Source: PLoS Computational Biology. Nov2011, Vol. 7 Issue 11, Special section p1-18. 18p. 1 Color Photograph, 6 Diagrams, 2 Charts, 10 Graphs.

Subject Terms: *EXPERIMENTAL design, *BRAIN imaging, *DECISION theory, *DIAGNOSTIC imaging, *LAPLACE transformation

Adding Prediction Risk to the Theory of Reward Learning.

Authors: PREUSCHOFF, KERSTIN¹ (AUTHOR), BOSSAERTS, PETER¹ (AUTHOR)

Source: Annals of the New York Academy of Sciences. 2007, Vol. 1104, p135-146. 12p. 3 Graphs.

Subject Terms: *LEARNING, *REWARD (Psychology), *REINFORCEMENT (Psychology), *PREDICTION (Psychology), *DOPAMINERGIC mechanisms, *PSYCHOLOGY of learning