Peter BossaertsSummaryAffiliation: California Institute of Technology Country: USA Publications
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Publications
Risk and risk prediction error signals in anterior insulaPeter Bossaerts
Computational and Neural Systems, California Institute of Technology, M C 228 77, Pasadena, CA 91125, USA
Brain Struct Funct 214:645-53. 2010..One obvious starting point is the link with failure anxiety and error awareness...
Neural differentiation of expected reward and risk in human subcortical structuresKerstin Preuschoff
Computation and Neural Systems Program, Social Cognitive Neuroscience Laboratory, California Institute of Technology, 1200 East California Boulevard, 228 77, Pasadena, California 91125, USA
Neuron 51:381-90. 2006..These results suggest that the primary task of the dopaminergic system is to convey signals of upcoming stochastic rewards, such as expected reward and risk, beyond its role in learning, motivation, and salience...
Human insula activation reflects risk prediction errors as well as riskKerstin Preuschoff
Computation and Neural Systems Program and Division of Humanities and Social Sciences, Caltech, Pasadena, California 91125, USA
J Neurosci 28:2745-52. 2008..As such, our findings indicate that our understanding of the neural basis of reward anticipation under uncertainty needs to be expanded to include risk prediction...
The role of the ventromedial prefrontal cortex in abstract state-based inference during decision making in humansAlan N Hampton
Computation and Neural Systems Program, California Institute of Technology, Pasadena, California 91125, USA
J Neurosci 26:8360-7. 2006..These results suggest that brain regions, such as the vmPFC, use an abstract model of task structure to guide behavioral choice, computations that may underlie the human capacity for complex social interactions and abstract strategizing...
Adding prediction risk to the theory of reward learningKerstin Preuschoff
Computational and Neural Systems, California Institute of Technology, Pasadena, CA 91125, USA
Ann N Y Acad Sci 1104:135-46. 2007..Evidence is discussed that suggests that the dopaminergic system in the (human and nonhuman) primate brain encodes prediction risk, and that prediction errors are indeed scaled with prediction risk (adaptive encoding)...
Investigating signal integration with canonical correlation analysis of fMRI brain activation dataAntoine Bruguier
Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125, USA
Neuroimage 41:35-44. 2008..We show that the brain adds the signals of ER and risk to form a measure that activates the medial prefrontal cortex, consistent with the role of this brain structure in the evaluation of monetary gambles...
Neural correlates of mentalizing-related computations during strategic interactions in humansAlan N Hampton
Computation and Neural Systems Program and Division of Humanities and Social Sciences, California Institute of Technology, 1200 East California Boulevard, M C 228 77, Pasadena, CA 91125, USA
Proc Natl Acad Sci U S A 105:6741-6. 2008..These results suggest dissociable contributions of different parts of the mentalizing network to the computations underlying higher-order strategizing in humans...
