The brain is naturally considered as a network of interacting elements which, when
functioning properly, produces an enormous range of dynamic, adaptable behavior …

The central nervous system is composed of many individual units–from cells to areas–that
are connected with one another in a complex pattern of functional interactions that supports …

Revealing complicated behaviors from time series constitutes a fundamental problem of
continuing interest and it has attracted a great deal of attention from a wide variety of fields …

The ability to modulate brain states using targeted stimulation is increasingly being
employed to treat neurological disorders and to enhance human performance. Despite the …

To derive tests for randomness, nonlinear-independence, and stationarity, we combine
surrogates with a nonlinear prediction error, a nonlinear interdependence measure, and …

Recent advances in brain connectivity methods have made it possible to identify hubs—the
brain's most globally connected regions. Such regions are essential for coordinating brain …

Brain plasticity can be conceptualized as nature's invention to overcome limitations of the
genome and adapt to a rapidly changing environment. As such, plasticity is an intrinsic …

Disruption in the default mode network (DMN) has been implicated in numerous
neuropsychiatric disorders, including posttraumatic stress disorder (PTSD). However …

We present a scalable nonparametric Bayesian method to perform network reconstruction
from observed functional behavior that at the same time infers the communities present in …

Networks represent relationships between entities in many complex systems, spanning from
online social interactions to biological cell development and brain connectivity. In many …