Binary versus non-binary information in real time series: empirical results and maximum-entropy matrix models

Assaf Almog, Diego Garlaschelli

The dynamics of complex systems, from financial markets to the brain, can be monitored in terms of multiple time series of activity of the constituent units, such as stocks or neur…