Abstract

There is much evidence that neural activity in the human brain is modulated by task difficulty, particularly in visual, frontal, and parietal cortices. However, some basic psychophysical tasks in visual perception do not give rise to this expected effect, at least not in the visual cortex. In the current study, we used functional magnetic resonance imaging (fMRI) to record brain activity while systematically manipulating task difficulty in a motion discrimination task, by varying the angular difference between the motion direction of random dots and a reference direction. We used both a blocked and an event-related design, and presented stimuli in both central and peripheral vision. The behavioral psychometric function, across angular differences of 3°, 9°, 15°, or 80°, spanned the full response range, as expected. The mean blood oxygen level dependent (BOLD) signals were also correlated within-participants between the blocked and event-related designs, across all brain areas tested. Within the visual cortex, the voxel response patterns correlated more within-conditions (e.g., 3° and 3°) than between-conditions (e.g., 3° and 9°), in both designs, further attesting to the reasonable quality of the BOLD data. Nevertheless, the BOLD-o-metric functions (i.e., BOLD activity as a function of task difficulty) were flat in the whole-brain and region-of-interest (ROI) analyses, including in the visual cortex, the parietal cortex, in both designs, and in foveal and peripheral visual fields alike. Indeed, there was little difference between BOLD activity during the 3° and 80° conditions. Some suggestive evidence of difficulty modulation was revealed only in the superior and inferior frontal gyri for the blocked design. We conclude that, in motion discrimination, there is no systematic BOLD modulation that accompanies the standard psychometric function across different hierarchies of cortical areas, except for the frontal lobe of the brain.

Highlights

  • Task difficulty has been found to qualitatively change the way the brain functions, according to the existing literature

  • Our results showed that even though the activity patterns in the visual cortex changed with different difficulty levels in the multivariate pattern analysis (MVPA) analysis, the brain activity as measured by univariate blood oxygen level dependent (BOLD) signals was invariant to task difficulty across different hierarchies of cortical areas, except for some superior and inferior frontal areas in the blocked design

  • We investigated the effect of task difficulty on BOLD activity across the entire brain

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Summary

Introduction

Task difficulty has been found to qualitatively change the way the brain functions, according to the existing literature. In addition to these univariate analyses, we performed MVPA to investigate the activity patterns in the visual cortex at different difficulty levels We presented stimuli both in the fovea and in the periphery (in a supplementary experiment), to further inspect the difference between foveal and peripheral visual processing. Our results showed that even though the activity patterns in the visual cortex changed with different difficulty levels in the MVPA analysis, the brain activity as measured by univariate BOLD signals was invariant to task difficulty across different hierarchies of cortical areas, except for some superior and inferior frontal areas in the blocked design. All participants gave written, informed consent in accordance with the procedures and protocols approved by the human subject review committee of Peking University, Beijing, China

Behavioral results
MRI data analysis and data quality
Univariate ROI analysis as a function of task difficulty
Univariate whole brain analysis as a function of task difficulty
Correlation between behavioral and neural responses
Additional analyses
Discussion
Different multi-variate patterns across difficulty conditions
Denoised data revealed the ACC and basal ganglia modulated by task difficulty
Findings
Different designs elicited different results from previous studies
Full Text
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