Neural oscillations were established with their association with neurophysiological activities
and the altered rhythmic patterns are believed to be linked directly to the progression of …

Hallmarks of neural dynamics during healthy human brain states span spatial scales from
neuromodulators acting on microscopic ion channels to macroscopic changes in …

The disruption of brain networks is characteristic of neurodegenerative dementias. However,
it is controversial whether changes in connectivity reflect only the functional anatomy of …

The usage of methods for the estimation of the true underlying connectivity among the
observed variables of a system is increasing, especially in the domain of neuroscience …

Global neural dynamics emerge from multi-scale brain structures, with neurons
communicating through synapses to form transiently communicating networks. Network …

Given high-dimensional, graph-smooth and grossly-corrupted signals, this paper presents
the algorithm to simultaneously estimate the intrinsic low-rank components and the …

Hebbian learning is believed to play a key role in acquisition of action words. However, this
biological mechanism requires activation of the neural assemblies representing a word form …