A regularized optimization approach for optogenetic stimulation using ferroelectric SLMs

D. Ampeliotis, C. Politi, A. Anastasiou, D. Alexandropoulos
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引用次数: 2

Abstract

In this work, the problem of designing proper Phase-Shifting Masks (PSMs) suitable for optogenetic applications is considered. In such applications, structured light is used to stimulate neurons or groups of neurons while short-term excitation is required to study the dynamics of the neuronal activity. In practice, such fast response times can be achieved only via the use of ferroelectric Spatial Light Modulators (fSLMs) that posses significantly smaller response times as compared to the, more common, liquid crystal based SLMs. However, typical fSLMs are restricted to using only a small number of discrete phase levels. To this end, we propose a regularized cost function for Phase-Shifting Mask design, that promotes phases in a discrete phase set. Significantly higher Peak Signal-to-Noise Ratio (PSNR) is achieved by the proposed approach, as compared to other approaches.
铁电slm光遗传刺激的正则化优化方法
在这项工作中,设计合适的移相掩模(psm)适合于光遗传学应用的问题进行了考虑。在这样的应用中,结构光被用来刺激神经元或神经元群,而短期激发需要研究神经元活动的动力学。在实践中,如此快速的响应时间只能通过使用铁电空间光调制器(fslm)来实现,与更常见的基于液晶的空间光调制器相比,fslm具有更小的响应时间。然而,典型的fslm仅限于使用少量的离散相位电平。为此,我们提出了一种用于移相掩模设计的正则化代价函数,该函数在离散相位集中促进相位。与其他方法相比,所提出的方法实现了更高的峰值信噪比(PSNR)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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