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Author Archives: P.T.R. Rupprecht
Beyond correlation analysis: incremental mutual information
Incremental Mutual Information: A New Method for Characterizing the Strength and Dynamics of Connections in Neuronal Circuits is a 2010 paper by A. Singh and N. Lesica in PLoS Computational Biology that describes a method which can be used as an … Continue reading
Beyond correlation analysis: mutual information
Last time, I mentioned a website which gives an overview of methods to analyze neuronal (and other) networks. Let’s have a closer look. Here’s a list of the methods: Cross-correlation (the standard method) Mutual Information Incremental Mutual Information Granger Causality … Continue reading
Posted in Data analysis, Network analysis
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Beyond correlation analysis
There are many papers out that use calcium imaging of a lot (tens to thousands) of neurons in animal brains. When I first encountered these kind of publications (roughly a year ago), it took me some hours to become familiar … Continue reading
Posted in Calcium Imaging, Data analysis, Neuronal activity
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A blog about neurophysiology 