@inproceedings{8fe6c6889ce147e0ae2ddf63af0cec2b,
title = "Detecting non-trivial computation in complex dynamics",
abstract = "We quantify the local information dynamics at each spatiotemporal point in a complex system in terms of each element of computation: information storage, transfer and modification. Our formulation demonstrates that information modification (or non-trivial information processing) events can be locally identified where {"}the whole is greater than the sum of the parts{"}. We apply these measures to cellular automata, providing the first quantitative evidence that collisions between particles therein are the dominant information modification events.",
author = "Lizier, {Joseph T.} and Mikhail Prokopenko and Zomaya, {Albert Y.}",
year = "2007",
language = "English",
isbn = "9783540749127",
volume = "4648 LNAI",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer, Springer Nature",
pages = "895--904",
editor = "FAE Costa and LM Rocha and E Costa and Harvey and A Coutinho",
booktitle = "Advances in Artificial Life - 9th European Conference, ECAL 2007, Proceedings",
address = "United States",
note = "9th European Conference on Advance in Artificial Life, ECAL 2007 ; Conference date: 10-09-2007 Through 14-09-2007",
}