Recent advances in imaging and tracing technology provide increasingly detailed
reconstructions of brain connectomes. Concomitant analytic advances enable rigorous …

Precisely how the anatomical structure of the brain gives rise to a repertoire of complex
functions remains incompletely understood. A promising manifestation of this map** from …

White matter structural connections are likely to support flow of functional activation or
functional connectivity. While the relationship between structural and functional connectivity …

The extraction of “fingerprints” from human brain connectivity data has become a new
frontier in neuroscience. However, the time scales of human brain identifiability are still …

Human cortex is patterned by a complex and interdigitated web of large-scale functional
networks. Recent methodological breakthroughs reveal variation in the size, shape, and …

Brain signatures of functional activity have shown promising results in both decoding brain
states, meaning distinguishing between different tasks, and fingerprinting, that is identifying …

Many natural and man-made complex dynamical systems can be represented by networks
with vertices representing system units and edges the coupling between vertices. If edges of …

Motor recovery following ischemic stroke is contingent on the ability of surviving brain
networks to compensate for damaged tissue. In rodent models, sensory and motor cortical …

A primary goal of the field of behavioral neuroendocrinology is to understand how the brain
modulates complex behavior. Over the last 20 years we have proposed various brain …

This paper considers learning the hidden causal network of a linear networked dynamical
system (NDS) from the time series data at some of its nodes--partial observability. The …