Nonlinear Signal Processing in Matlab

por cugamelover

I was asked to process and classify hundreds of recorded ECG curves in Matlab. I developed a custom classification method based on Shannon-Markov entropy (a notion of the information theory) and I wrote Matlab codes to implement my method. Then I was able to map each curve onto a color-labeled point in a 2D graph. This made it easy to see which curves are similar or dissimilar to each other, which was the purpose of the project.

image of username cugamelover Flag of United States Champaign, United States

Mi perfil

I have a PhD degree in theoretical and computational physics and dozens of published papers in peer review journals on computational physics, computational chemistry, mechanical science and engineering. I do modeling and calculations using Matlab, Matematica, custom algorithm design and coding in C, C++, Java, Python, and Perl for Android, Windows, Mac, or Linux. I do analytical derivations and solutions using advanced calculus, ODE, PDE, matrices, minimization, statistics, spectral analysis, wavelets, and some other areas of mathematics. I have extensive experience in neural networks, image analysis, object recognition, object tracking.

$50 USD / hora

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