1. Feature-specific prediction errors for visual mismatch
- Author
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Klaas E. Stephan, Gábor Stefanics, Jakob Heinzle, University of Zurich, and Stefanics, Gabor
- Subjects
2805 Cognitive Neuroscience ,Adult ,Male ,genetic structures ,Color vision ,Cognitive Neuroscience ,media_common.quotation_subject ,Models, Neurological ,610 Medicine & health ,Sensory system ,Stimulus (physiology) ,050105 experimental psychology ,170 Ethics ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Theory of mind ,Perception ,Neural Pathways ,medicine ,Humans ,0501 psychology and cognitive sciences ,10237 Institute of Biomedical Engineering ,Attention ,Emotional expression ,030304 developmental biology ,media_common ,Brain Mapping ,0303 health sciences ,Blood-oxygen-level dependent ,Fusiform gyrus ,medicine.diagnostic_test ,05 social sciences ,Brain ,Bayes Theorem ,Magnetic Resonance Imaging ,Facial Expression ,Neurology ,2808 Neurology ,Female ,Psychology ,Functional magnetic resonance imaging ,Facial Recognition ,Color Perception ,030217 neurology & neurosurgery ,Cognitive psychology - Abstract
Predictive coding (PC) theory posits that our brain employs a predictive model of the environment to infer the causes of its sensory inputs. A fundamental but untested prediction of this theory is that the same stimulus should elicit distinct precision weighted prediction errors (pwPEs) when different (feature-specific) predictions are violated, even in the absence of attention. Here, we tested this hypothesis using functional magnetic resonance imaging (fMRI) and a multi-feature roving visual mismatch paradigm where rare changes in either color (red, green), or emotional expression (happy, fearful) of faces elicited pwPE responses in human participants. Using a computational model of learning and inference, we simulated pwPE and prediction trajectories of a Bayes-optimal observer and used these to analyze changes in blood oxygen level dependent (BOLD) responses to changes in color and emotional expression of faces while participants engaged in a distractor task. Controlling for visual attention by eye-tracking, we found pwPE responses to unexpected color changes in the fusiform gyrus. Conversely, unexpected changes of facial emotions elicited pwPE responses in cortico-thalamo-cerebellar structures associated with emotion and theory of mind processing. Predictions pertaining to emotions activated fusiform, occipital and temporal areas. Our results are consistent with a general role of PC across perception, from low-level to complex and socially relevant object features, and suggest that monitoring of the social environment occurs continuously and automatically, even in the absence of attention.HighlightsChanges in color or emotion of physically identical faces elicit prediction errorsPrediction errors to such different features arise in distinct neuronal circuitsPredictions pertaining to emotions are represented in multiple cortical areasFeature-specific prediction errors support predictive coding theories of perception
- Published
- 2018
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