Estimating the amount of information conveyed by a population of neurons.

Front Neurosci

The Fishberg Department of Neuroscience and Friedman Brain Institute, The Mount Sinai School of Medicine New York, NY, USA.

Published: November 2011

Recent technological advances have made the simultaneous recording of the activity of many neurons common. However, estimating the amount of information conveyed by the discharge of a neural population remains a significant challenge. Here we describe our recently published analysis method that assists in such estimates. We describe the key concepts and assumptions on which the method is based, illustrate its use with data from both simulated and real neurons recorded from the lateral geniculate nucleus of a monkey, and show how it can be used to calculate redundancy and synergy among neuronal groups.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3139929PMC
http://dx.doi.org/10.3389/fnins.2011.00090DOI Listing

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