It takes the average reader 4 hours and 1 minute to read The Local Information Dynamics of Distributed Computation in Complex Systems by Joseph T. Lizier
Assuming a reading speed of 250 words per minute. Learn more
The nature of distributed computation in complex systems has often been described in terms of memory, communication and processing. This thesis presents a complete information-theoretic framework to quantify these operations on information (i.e. information storage, transfer and modification), and in particular their dynamics in space and time. The framework is applied to cellular automata, and delivers important insights into the fundamental nature of distributed computation and the dynamics of complex systems (e.g. that gliders are dominant information transfer agents). Applications to several important network models, including random Boolean networks, suggest that the capability for information storage and coherent transfer are maximised near the critical regime in certain order-chaos phase transitions. Further applications to study and design information structure in the contexts of computational neuroscience and guided self-organisation underline the practical utility of the techniques presented here.
The Local Information Dynamics of Distributed Computation in Complex Systems by Joseph T. Lizier is 236 pages long, and a total of 60,416 words.
This makes it 80% the length of the average book. It also has 74% more words than the average book.
The average oral reading speed is 183 words per minute. This means it takes 5 hours and 30 minutes to read The Local Information Dynamics of Distributed Computation in Complex Systems aloud.
The Local Information Dynamics of Distributed Computation in Complex Systems is suitable for students ages 12 and up.
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