Investigating local network interactions underlying first- and second-order processing
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Updated: Aug 24, 2026

Examining Local Network Processing using Multi-contact Laminar Electrode Recording
Published on: September 8, 2011
Dave Ellemberg1, Harriet A Allen, Robert F Hess
1Department of Ophthalmology, McGill Vision Research Unit, McGill University, 687 Pine Ave. West H4-14, Montreal, Que., Canada H3A 1A1. dave.ellemberg@staff.mcgill.ca
Abstract:
We compared the spatial lateral interactions for first-order cues to those for second-order cues, and investigated spatial interactions between these two types of cues. We measured the apparent modulation depth of a target Gabor at fixation, in the presence and the absence of horizontally flanking Gabors. The Gabors' gratings were either added to (first-order) or multiplied with (second-order) binary 2-D noise. Apparent "contrast" or modulation depth (i.e., the perceived difference between the high and low luminance regions for the first-order stimulus, or between the high and low contrast regions for the second-order stimulus) was measured with a modulation depth-matching paradigm. For each observer, the first- and second-order Gabors were equated for apparent modulation depth without the flankers. Our results indicate that at the smallest inter-element spacing, the perceived reduction in modulation depth is significantly smaller for the second-order than for the first-order stimuli. Further, lateral interactions operate over shorter distances and the spatial frequency and orientation tuning of the suppression effect are broader for second- than first-order stimuli. Finally, first- and second-order information interact in an asymmetrical fashion; second-order flankers do not reduce the apparent modulation depth of the first-order target, whilst first-order flankers reduce the apparent modulation depth of the second-order target.
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