Cognition can be defined as computation over meaningful representations in the brain to
produce adaptive behaviour. There are two views on the relationship between cognition and …

Studies of brain network connectivity improved understanding on brain changes and
adaptation in response to different pathologies. Synaptic plasticity, the ability of neurons to …

Neuronal responses during behavior are diverse, ranging from highly reliable
'classical'responses to irregular 'non-classically responsive'firing. While a continuum of …

Graph theory is now becoming a standard tool in system-level neuroscience. However,
endowing observed brain anatomy and dynamics with a complex network structure does not …

On the timescale of sensory processing, neuronal networks have relatively fixed anatomical
connectivity, while functional interactions between neurons can vary depending on the …

Zero-lag synchronization between distant cortical areas has been observed in a diversity of
experimental data sets and between many different regions of the brain. Several …

Pattern counting in graphs is fundamental to several network sci-ence tasks, and there is an
abundance of scalable methods for estimating counts of small patterns, often called motifs …

Bipartite graphs characterize relationships between two different sets of entities, like actor-
movie, user-item, and author-paper. The butterfly, a 4-vertices 4-edges (2, 2)-biclique, is the …

The dimensionality of a network's collective activity is of increasing interest in neuroscience.
This is because dimensionality provides a compact measure of how coordinated network …

Defining the rules governing synaptic connectivity is key to formulating theories of neural
circuit function. Interneurons can be connected by both electrical and chemical synapses …