Suppr超能文献

用于优先激发视网膜神经节细胞的最优电刺激参数的闭环高效搜索

Closed-Loop Efficient Searching of Optimal Electrical Stimulation Parameters for Preferential Excitation of Retinal Ganglion Cells.

作者信息

Guo Tianruo, Yang Chih Yu, Tsai David, Muralidharan Madhuvanthi, Suaning Gregg J, Morley John W, Dokos Socrates, Lovell Nigel H

机构信息

Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, NSW, Australia.

Biological Sciences, Columbia University, New York, NY, United States.

出版信息

Front Neurosci. 2018 Mar 19;12:168. doi: 10.3389/fnins.2018.00168. eCollection 2018.

Abstract

The ability for visual prostheses to preferentially activate functionally-distinct retinal ganglion cells (RGCs) is important for improving visual perception. This study investigates the use of high frequency stimulation (HFS) to elicit RGC activation, using a closed-loop algorithm to search for optimal stimulation parameters for preferential ON and OFF RGC activation, resembling natural physiological neural encoding in response to visual stimuli. We evaluated the performance of a wide range of electrical stimulation amplitudes and frequencies on RGC responses using murine retinal preparations. It was possible to preferentially excite either ON or OFF RGCs by adjusting amplitudes and frequencies in HFS. ON RGCs can be preferentially activated at relatively higher stimulation amplitudes (>150 μA) and frequencies (2-6.25 kHz) while OFF RGCs are activated by lower stimulation amplitudes (40-90 μA) across all tested frequencies (1-6.25 kHz). These stimuli also showed great promise in eliciting RGC responses that parallel natural RGC encoding: ON RGCs exhibited an increase in spiking activity during electrical stimulation while OFF RGCs exhibited decreased spiking activity, given the same stimulation amplitude. In conjunction with the studies, simulations indicated that optimal HFS parameters could be rapidly identified in practice, whilst sampling spiking activity of relevant neuronal subtypes. This closed-loop approach represents a step forward in modulating stimulation parameters to achieve appropriate neural encoding in retinal prostheses, advancing control over RGC subtypes activated by electrical stimulation.

摘要

视觉假体优先激活功能不同的视网膜神经节细胞(RGC)的能力对于改善视觉感知很重要。本研究调查了使用高频刺激(HFS)来引发RGC激活,采用闭环算法搜索用于优先激活ON和OFF RGC的最佳刺激参数,类似于对视觉刺激的自然生理神经编码。我们使用小鼠视网膜制剂评估了广泛的电刺激幅度和频率对RGC反应的性能。通过在HFS中调整幅度和频率,可以优先激发ON或OFF RGC。在所有测试频率(1 - 6.25 kHz)下,ON RGC可以在相对较高的刺激幅度(>150 μA)和频率(2 - 6.25 kHz)下被优先激活,而OFF RGC则由较低的刺激幅度(40 - 90 μA)激活。这些刺激在引发与自然RGC编码平行的RGC反应方面也显示出很大的前景:在相同的刺激幅度下,ON RGC在电刺激期间表现出尖峰活动增加,而OFF RGC表现出尖峰活动减少。结合这些研究,模拟表明在实践中可以快速识别最佳HFS参数,同时对相关神经元亚型的尖峰活动进行采样。这种闭环方法代表了在调节刺激参数以在视网膜假体中实现适当的神经编码方面向前迈出的一步,推进了对电刺激激活的RGC亚型的控制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/34ef/5867314/6fab629d9e8b/fnins-12-00168-g0001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验