The Identity of Information: How Deterministic Dependencies Constrain Information Synergy and Redundancy

Understanding how different information sources together transmit information is crucial in many domains. For example, understanding the neural code requires characterizing how different neurons contribute unique, redundant, or synergistic pieces of information about sensory or behavioral variables....

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Bibliographic Details
Main Authors: Daniel Chicharro, Giuseppe Pica, Stefano Panzeri
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/20/3/169