Objective. Brain recordings exhibit dynamics at multiple spatiotemporal scales, which are
measured with spike trains and larger-scale field potential signals. To study neural …

Objectives The emergency department (ED) is one of the most critical areas in any hospital.
Recently, many countries have seen a rise in the number of ED visits, with an increase in …

Neural representations span various spatiotemporal scales of brain activity, from the spiking
activity of single neurons to field activity measuring large-scale networks. The simultaneous …

The aging of the population is an increasingly serious issue, and many age-related illnesses
are on the rise. These illnesses pose a serious threat to the health and safety of elderly …

The corticomuscular coupling (CMC) characterization between the motor cortex and
muscles during motion control is a valid biomarker of motor system function after stroke …

Key points How parallel are the primate visual pathways? In the present study, we
demonstrate that parallel visual pathways in the dorsal lateral geniculate nucleus (LGN) …

We develop new classes of semiparametric multivariate time series models based on Multi-
Output Gaussian Processes and warped Multi-Output Gaussian Processes. These describe …

Copula is an important tool for modeling neural dependence. Recent work on copula has
been expanded to jointly model mixed time series in neuroscience (“Hu et al., 2016, Joint …

Despite the progresses of statistical and machine learning techniques, simultaneous
recordings from many neurons hide important information and the connections …

Simultaneous recordings of spikes and fields could enable analyses of functional
connectivity in the brain at multiple spatiotemporal scales. However, these analyses require …