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Parametrize Calcium Signals

version 1.1.1 (744 KB) by Laurent MacKay
Characterize transient calcium signals

203 Downloads

Updated 13 Nov 2020

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Automated characteriztion of single and multi-peaked transient calcium responses from time series data. Signals are decomposed into drift and response components and the entirety of the signal is reconstructed using a mathematical model of a transient response and drift. Measures time of onset, activation time (10% to 90% of total amplitude),amplitude of response, full width at half maximum, decay time constant. For oscillatory multipeaked responses the algorithm attempts to separate coherent oscillations from completely stochastic ones and for the full set oscillations as well as the coherent subset reports the number of oscillations, period of oscillation (averaged), standard deviation of the period, magnitude (averaged), full width half maximum (averaged), duty cycle (averaged), and the length of oscillatory persistence.
Signals can be stored in an excel sheet, and the whole document can be processed with the command:
characterizeDocument('example.xlsx');

Cite As

Laurent MacKay (2021). Parametrize Calcium Signals (https://www.mathworks.com/matlabcentral/fileexchange/59693-parametrize-calcium-signals), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2016a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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