Simulated prosthetic vision confirms checkerboard as an effective raster pattern for epiretinal implants
Journal:
arXiv
Published Date:
Jan 3, 2025
Abstract
Spatial scheduling of electrode activation ("rastering") is essential for
safely operating high-density retinal implants, yet its perceptual consequences
remain poorly understood. This study systematically evaluates the impact of
raster patterns, or spatial arrangements of sequential electrode activation, on
performance and perceived difficulty in simulated prosthetic vision (SPV). By
addressing this gap, we aimed to identify patterns that optimize functional
vision in retinal implants. Sighted participants completed letter recognition
and motion discrimination tasks under four raster patterns (horizontal,
vertical, checkerboard, and random) using an immersive SPV system. The
simulations emulated epiretinal implant perception and employed
psychophysically validated models of electrode activation, phosphene
appearance, nonlinear spatial summation, and temporal dynamics, ensuring
realistic representation of prosthetic vision. Performance accuracy and
self-reported difficulty were analyzed to assess the effects of raster
patterning. The checkerboard pattern consistently outperformed other raster
patterns, yielding significantly higher accuracy and lower difficulty ratings
across both tasks. The horizontal and vertical patterns introduced biases
aligned with apparent motion artifacts, while the checkerboard minimized such
effects. Random patterns resulted in the lowest performance, underscoring the
importance of structured activation. Notably, checkerboard matched performance
in the "No Raster" condition, despite conforming to groupwise safety
constraints. This is the first quantitative, task-based evaluation of raster
patterns in SPV. Checkerboard-style scheduling enhances perceptual clarity
without increasing computational load, offering a low-overhead, clinically
relevant strategy for improving usability in next-generation retinal
prostheses.