PolyStim Neurotechnology Lab, Institute of Biomedical Engineering, Polytechnique Montreal, Montreal, QC, Canada.
J Neural Eng. 2018 Apr;15(2):021005. doi: 10.1088/1741-2552/aaa904.
Cortical visual prostheses are intended to restore vision by targeted electrical stimulation of the visual cortex. The perception of spots of light, called phosphenes, resulting from microstimulation of the visual pathway, suggests the possibility of creating meaningful percept made of phosphenes. However, to date electrical stimulation of V1 has still not resulted in perception of phosphenated images that goes beyond punctate spots of light. In this review, we summarize the clinical and experimental progress that has been made in generating phosphenes and modulating their associated perceptual characteristics in human and macaque primary visual cortex (V1). We focus specifically on the effects of different microstimulation parameters on perception and we analyse key challenges facing the generation of meaningful artificial percepts. Finally, we propose solutions to these challenges based on the application of supervised learning of population codes for spatial stimulation of visual cortex.
皮质视觉假体旨在通过对视皮层的靶向电刺激来恢复视力。视觉通路的微刺激产生的光点感知,称为光幻视,这表明可以创建由光幻视组成的有意义的感知。然而,迄今为止,V1 的电刺激仍未导致产生超越点状光的光幻视图像的感知。在这篇综述中,我们总结了在产生光幻视和调节人类和猕猴初级视皮层(V1)中光幻视相关感知特征方面所取得的临床和实验进展。我们特别关注不同微刺激参数对感知的影响,并分析了产生有意义的人工感知所面临的关键挑战。最后,我们基于对视觉皮层空间刺激的群体编码的监督学习的应用,提出了这些挑战的解决方案。