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nlin.CG2008★ 60 cited
A framework for the local information dynamics of distributed computation in complex systems
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
The nature of distributed computation has often been described in terms of the component operations of universal computation: information storage, transfer and modification. We rev…
nlin.CG2008★ 293 cited
Local information transfer as a spatiotemporal filter for complex systems
Joseph T. Lizier, Mikhail Prokopenko, Albert Y. Zomaya
We present a measure of local information transfer, derived from an existing averaged information-theoretical measure, namely transfer entropy. Local transfer entropy is used to pr…