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Updated: May 9, 2026

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
Published on: June 21, 2022
Saliency-guided neural prosthesis for visual attention: design and simulation
Masatoshi Yoshida1, Richard Veale2
1Department of Developmental Physiology, National Institute for Physiological Sciences, Okazaki, Japan; School of Life Science, The Graduate University for Advanced Studies, Hayama, Japan.
Abstract:
Recently the authors showed that a computational model of visual saliency could account for changes in gaze behavior of monkeys with damage in the primary visual cortex. Here we propose a neural prosthesis to restore eye gaze behavior by electrically stimulating the superior colliculus to drive visual attention. The saliency computational model is used to calculate the stimulation parameters from a real-time camera stream. Our simulations demonstrate that electrodes implanted in the superior colliculus at 1.0mm spacing are, in principle, able to recover specifically those visual attention behaviors which are lost when the primary visual cortex is damaged.
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