Over the last five decades, progress in neural recording techniques has allowed the number
of simultaneously recorded neurons to double approximately every 7 years, mimicking …

This article presents a review of computational methods for connectivity inference from
neural activity data derived from multi-electrode recordings or fluorescence imaging. We first …

Advances in recording technologies have given neuroscience researchers access to large
amounts of data, in particular, simultaneous, individual recordings of large groups of …

The ability to identify directional interactions that occur among multiple neurons in the brain
is crucial to an understanding of how groups of neurons cooperate in order to generate …

A central question in neuroscience is how interactions between neurons give rise to
behavior. In many electrophysiological experiments, the activity of a set of neurons is …

We examine the problem of estimating the spike trains of multiple neurons from voltage
traces recorded on one or more extracellular electrodes. Traditional spike-sorting methods …

Quantifying the functional relations between the nodes in a network based on local
observations is a key challenge in studying complex systems. Most existing time series …

Precise spike coordination between the spiking activities of multiple neurons is suggested
as an indication of coordinated network activity in active cell assemblies. Spike correlation …

Neural computations underlying cognition and behavior rely on the coordination of neural
activity across multiple brain areas. Understanding how brain areas interact to process …

One of the central problems in systems neuroscience is to understand how neural spike
trains convey sensory information. Decoding methods, which provide an explicit means for …