Kerstin Preuschoff

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 6

Top Topics

Bregman Divergences

Domain Knowledge

Prediction Error

Making Decisions

Top Venues

Frontiers Artif. Intell.

Publications

Vasiliki Liakoni, Marco P. Lehmann, Alireza Modirshanechi, Johanni Brea, Antoine Lutti, Wulfram Gerstner, Kerstin Preuschoff
Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making. NeuroImage 246 (2022)
Leyla Loued-Khenissi, Kerstin Preuschoff
Information Theoretic Characterization of Uncertainty Distinguishes Surprise From Accuracy Signals in the Brain. Frontiers Artif. Intell. 3 (2020)
Marc M. Lauffs, Sophie A. Geoghan, Ophélie Favrod, Michael H. Herzog, Kerstin Preuschoff
Risk prediction error signaling: A two-component response? NeuroImage 214 (2020)
Leyla Loued-Khenissi, Adrien Pfeuffer, Wolfgang Einhäuser, Kerstin Preuschoff
Anterior insula reflects surprise in value-based decision-making and perception. NeuroImage 210 (2020)
Mohammad Javad Faraji, Kerstin Preuschoff, Wulfram Gerstner
Balancing New against Old Information: The Role of Puzzlement Surprise in Learning. Neural Comput. 30 (1) (2018)
Mohammad Javad Faraji, Kerstin Preuschoff, Wulfram Gerstner
Balancing New Against Old Information: The Role of Surprise. CoRR (2016)
Jean Daunizeau, Kerstin Preuschoff, Karl J. Friston, Klaas E. Stephan
Optimizing Experimental Design for Comparing Models of Brain Function. PLoS Comput. Biol. 7 (11) (2011)
Antoine Bruguier, Kerstin Preuschoff, Steven Quartz, Peter Bossaerts
Investigating signal integration with canonical correlation analysis of fMRI brain activation data. NeuroImage 41 (1) (2008)