August 2023
Volume 23, Issue 9
Open Access
Vision Sciences Society Annual Meeting Abstract  |   August 2023
How does cognitive arousal modulate visuocortical contrast response functions?
Author Affiliations & Notes
  • Sam Ling
    Boston University
  • Louis Vinke
    Boston University
    Massachusetts General Hospital
  • Joseph McGuire
    Boston University
  • Jasmine Pan
    Boston University
  • Footnotes
    Acknowledgements  This work was supported by National Institutes of Health (NIH) Grant EY028163 to S. Ling and NIH Grant F31EY033650 to J. Pan, and carried out at the Boston University Cognitive Neuroimaging Center, which is supported by the National Science Foundation Major Research Instrumentation Grant 1625552.
Journal of Vision August 2023, Vol.23, 5516. doi:
  • Views
  • Share
  • Tools
    • Alerts
      This feature is available to authenticated users only.
      Sign In or Create an Account ×
    • Get Citation

      Sam Ling, Louis Vinke, Joseph McGuire, Jasmine Pan; How does cognitive arousal modulate visuocortical contrast response functions?. Journal of Vision 2023;23(9):5516.

      Download citation file:

      © ARVO (1962-2015); The Authors (2016-present)

  • Supplements

Although animal work suggests that arousal state has a profound impact on visual responses, the effects on human vision remain less well understood. To better characterize the mechanisms by which arousal affects perception, in this study we assessed the influence of task difficulty on the gain of human visuocortical contrast response functions (CRFs). To do so, we leveraged an adaptation paradigm that homogenizes population responses, allowing us to better measure compressive, nonlinear CRFs with fMRI. After adapting visual cortex (adapter: 16% contrast), we then measured BOLD responses in early visual cortex (V1-V3) while participants (n=14) viewed grating stimuli varying in contrast from trial to trial (9 contrast levels, 3% to 96% contrast). While viewing the stimuli, observers were instructed to concurrently solve auditory arithmetic problems which were categorized as either Easy (low arousal) or Hard (high arousal). To obtain population CRFs from the BOLD activity, we used a deconvolution analysis on a voxel-wise level. Our results revealed a surprisingly diverse pattern of modulatory effects across individuals: some individuals displayed enhanced gain of neural response with increased cognitive arousal, while others displayed the opposite effect: a decrease in gain of response with increased cognitive arousal. This diversity was not spurious: cross-validation analyses verified that these patterns were quite consistent within participants. Moreover, we found that an individual’s pattern of BOLD modulation correlated with arousal-driven changes in their pupil size, such that larger pupil differences between the two difficulty conditions corresponded to larger decreases in gain of neural response with increased cognitive arousal. We speculate that the polarity with which cognitive arousal modulates visuocortical responses may relate to individual differences in cognitive effort expended between the two difficulty conditions, with individuals falling on different points on the Yerkes-Dodson curve.


This PDF is available to Subscribers Only

Sign in or purchase a subscription to access this content. ×

You must be signed into an individual account to use this feature.