The availability of time series of the evolution of the properties of physical systems is
increasing, stimulating the development of many novel methods for the extraction of …

Many biological and neural systems can be seen as networks of interacting periodic
processes. Importantly, their functionality, ie, whether these networks can perform their …

Spike-timing-dependent plasticity (STDP) is one of the important rules for the change of
synaptic weights between neurons in biological nervous systems. In this paper, we study the …

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

One of the central questions in neuroscience is how communication in the brain is organized
under normal conditions and how this architecture breaks down in neurological disease. It …

Epilepsy is now conceptualized as a network disease. The epileptic brain network
comprises structurally and functionally connected cortical and subcortical brain regions …

Information flow or information transfer the widely applicable general physics notion can be
rigorously derived from first principles, rather than axiomatically proposed as an ansatz. Its …

We study patterns of partial synchronization in a network of FitzHugh–Nagumo oscillators
with empirical structural connectivity measured in human subjects. We report the …

We reviewed computer models that have been developed to reproduce and explain
epileptiform activity. Unlike other already-published reviews on computer models of …

Critical dynamics are assumed to be an attractive mode for normal brain functioning as
information processing and computational capabilities are found to be optimal in the critical …