Step Detection Method for Single Molecule Investigation

We report a new method that detects steps and other events in single molecule data. It does not assume any knowledge of step sizes, estimates the noise statistics from data and is a learning based algorithm. We also provide new measures for performance step detection methods which show the efficacy of our approach. Matlab script files with support documentation is available for download.