3 papers
cond-mat.stat-mech2018
Information Flow in First-Order Potts Model Phase Transition
Joshua Brown, Terry Bossomaier, Lionel Barnett
Phase transitions abound in nature and society, and, from species extinction to stock market collapse, their prediction is of widespread importance. In earlier work we showed that…
cond-mat.stat-mech2018
Information Flow in Finite Flocks with Topological Interactions
Joshua Brown, Terry Bossomaier, Lionel Barnett
We simulate the Vicsek model utilising topological neighbour interactions and estimate information theoretic quantities as a function of noise, the variability in the extent to whi…
stat.CO2017
Review of Data Structures for Computationally Efficient Nearest-Neighbour Entropy Estimators for Large Systems with Periodic Boundary Conditions
Joshua Brown, Terry Bossomaier, Lionel Barnett
Information theoretic quantities are extremely useful in discovering relationships between two or more data sets. One popular method---particularly for continuous systems---for est…