학술논문

Encoding of continuous perceptual choices in human early visual cortex
Document Type
article
Source
Frontiers in Human Neuroscience, Vol 17 (2023)
Subject
continuous decision making
functional magnetic resonance imaging
encoding model
Gaussian process regression
early visual cortex
Neurosciences. Biological psychiatry. Neuropsychiatry
RC321-571
Language
English
ISSN
1662-5161
Abstract
IntroductionResearch on the neural mechanisms of perceptual decision-making has typically focused on simple categorical choices, say between two alternative motion directions. Studies on such discrete alternatives have often suggested that choices are encoded either in a motor-based or in an abstract, categorical format in regions beyond sensory cortex.MethodsIn this study, we used motion stimuli that could vary anywhere between 0° and 360° to assess how the brain encodes choices for features that span the full sensory continuum. We employed a combination of neuroimaging and encoding models based on Gaussian process regression to assess how either stimuli or choices were encoded in brain responses.ResultsWe found that single-voxel tuning patterns could be used to reconstruct the trial-by-trial physical direction of motion as well as the participants’ continuous choices. Importantly, these continuous choice signals were primarily observed in early visual areas. The tuning properties in this region generalized between choice encoding and stimulus encoding, even for reports that reflected pure guessing.DiscussionWe found only little information related to the decision outcome in regions beyond visual cortex, such as parietal cortex, possibly because our task did not involve differential motor preparation. This could suggest that decisions for continuous stimuli take can place already in sensory brain regions, potentially using similar mechanisms to the sensory recruitment in visual working memory.