Scaling up multiphoton neural scanning: the SSA algorithm

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society
Renaud SchuckSimon R Schultz

Abstract

In order to reverse-engineer the information processing capabilities of the cortical circuit, we need to densely sample neural circuit; it may be necessary to sample the activity of thousands of neurons simultaneously. Frame scanning techniques do not scale well in this regard, due to the time "wasted" scanning extracellular space. For scanners in which inertia can be neglected, path length minimization strategies enable large populations to be imaged at relatively high sampling rates. However, in a standard multiphoton microscope, the scanners responsible for beam deflection are inertial, indicating that an optimal solution should take rotor and mirror momentum into account. We therefore characterized the galvanometric scanners of a commercial multiphoton microscope, in order to develop and validate a MATLAB model of microscope scanning dynamics. We tested the model by simulating scan paths across pseudo-randomly positioned neuronal populations of differing neuronal density and field of view. This model motivated the development of a novel scanning algorithm, Adaptive Spiral Scanning (SSA), in which the radius of a circular trajectory is constantly updated such that it follows a spiral trajectory scanning all the cells. Due to...Continue Reading

Citations

Nov 14, 2017·Journal of Neural Engineering·Renaud SchuckSimon R Schultz
May 17, 2018·Brain and Neuroscience Advances·Luca A Annecchino, Simon R Schultz

Related Concepts

In Silico
Neurons
Signal Processing, Digital
Calcium Sparks
Microscopy, Fluorescence, Multiphoton
Laser Scanning Cytometry
Cerebral Cortex
Extracellular Space
Genetic Engineering
Magnetic Resonance Imaging

Related Feeds

Brain-Computer Interface

A brain-computer interface, also known as a brain-machine interface, is a bi-directional communication pathway between an external device and a wired brain. Here is the latest research on this topic.

Related Papers

Indian Journal of Otolaryngology and Head and Neck Surgery : Official Publication of the Association of Otolaryngologists of India
A K Lahiri
Journal de radiologie, d'électrologie, et de médecine nucléaire
G Delorme, E Niay
© 2021 Meta ULC. All rights reserved