RT Journal Article SR Electronic T1 Advances in two photon scanning and scanless microscopic technologies for functional neural circuit imaging JF bioRxiv FD Cold Spring Harbor Laboratory SP 036632 DO 10.1101/036632 A1 Simon R. Schultz A1 Caroline S. Copeland A1 Amanda J. Foust A1 Peter Quicke A1 Renaud Schuck YR 2016 UL http://biorxiv.org/content/early/2016/01/13/036632.abstract AB 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 article 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.