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 Display Frame variables.Williams and Beer (2010) proposed a p