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Advances in two-photon scanning and scanless microscopy technologies for functional neural circuit imaging

机译:用于功能神经电路成像的双光子扫描和无扫描显微技术的进展

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摘要

Recent years have seen substantial developments in technology for imaging neural circuits, raising the prospect of large-scale imaging studies of neural populations involved in information processing, with the potential to lead to step changes in our understanding of brain function and dysfunction. In this paper, we will review some key recent advances: improved fluorophores for single-cell resolution functional neuroimaging using a two-photon microscope; improved approaches to the problem of scanning active circuits; and the prospect of scanless microscopes which overcome some of the bandwidth limitations of current imaging techniques. These advances in technology for experimental neuroscience have in themselves led to technical challenges, such as the need for the development of novel signal processing and data analysis tools in order to make the most of the new experimental tools. We review recent work in some active topics, such as region of interest segmentation algorithms capable of demixing overlapping signals, and new highly accurate algorithms for calcium transient detection. These advances motivate the development of new data analysis tools capable of dealing with spatial or spatiotemporal patterns of neural activity that scale well with pattern size.
机译:近年来,神经回路成像技术取得了长足发展,提高了对涉及信息处理的神经种群进行大规模成像研究的前景,并有可能导致我们对脑功能和功能障碍的认识发生阶段性变化。在本文中,我们将回顾一些近期的重要进展:使用双光子显微镜改进的用于单细胞分辨率功能性神经成像的荧光团;解决扫描有源电路问题的改进方法;克服了当前成像技术的一些带宽限制的无扫描显微镜的前景。实验神经科学技术的这些进步本身就带来了技术挑战,例如需要开发新颖的信号处理和数据分析工具以充分利用新的实验工具。我们回顾了一些活跃主题的最新工作,例如能够对重叠信号进行混合的感兴趣区域分割算法,以及用于钙瞬变检测的新型高精度算法。这些进步推动了新数据分析工具的开发,这些工具能够处理神经活动的空间或时空模式,并随模式大小而定。

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