Encyclopedia of Computational Neuroscience

2015 Edition
| Editors: Dieter Jaeger, Ranu Jung

Information Theory: Overview

  • Alexander Dimitrov
Reference work entry
DOI: https://doi.org/10.1007/978-1-4614-6675-8_751

Definition

Information Theory started with Shannon’s seminal paper “A Mathematical Theory of Communication” (Shannon 1948). Because its importance and flexibility were quickly recognized, there were numerous attempts to apply it to diverse field outside of its original scope. The entries in this section provide an overview of the current state of Information Theory in Neuroscience.

Detailed Description

When discussing a field, it is useful to review the basic concepts and their properties. That has been provided in multiple articles for Information Theory. To assist the reader, the entry “ Summary of Information-Theoretic Quantities” provides a brief summary of the main information-theoretic quantities. For a more thorough investigation, we would direct interested readers to the most excellent introduction to Information Theory by Cover and Thomas (2006), now in its second edition.

Very soon after Shannon’s initial publication (1948), a small number of manuscripts provided the...

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Copyright information

© Springer Science+Business Media New York 2015

Authors and Affiliations

  1. 1.Department of MathematicsWashington State UniversityVancouverUSA