Sleep spindles are burstlike signals in the electroencephalogram (EEG) of the sleeping
mammalian brain and electrical surface correlates of neuronal oscillations in thalamus. As …

Highlights•Breathing at a 10-s (. 1 Hz) rate typically increases amplitude of heart rate
oscillations.•Daily practice increasing heart rate oscillations improves emotional well …

Deep learning with convolutional neural networks (deep ConvNets) has revolutionized
computer vision through end‐to‐end learning, that is, learning from the raw data. There is …

The large-scale activity of the human brain exhibits rich and complex patterns, but the
spatiotemporal dynamics of these patterns and their functional roles in cognition remain …

The brain must dynamically integrate, coordinate, and respond to internal and external
stimuli across multiple time scales. Non-invasive measurements of brain activity with fMRI …

Neuronal activity in the brain gives rise to transmembrane currents that can be measured in
the extracellular medium. Although the major contributor of the extracellular signal is the …

Recent studies suggest that cross-frequency coupling (CFC) might play a functional role in
neuronal computation, communication and learning. In particular, the strength of phase …

An understanding of how the human brain produces cognition ultimately depends on
knowledge of large-scale brain organization. Although it has long been assumed that …

A successful method for removing artifacts from electroencephalogram (EEG) recordings is
Independent Component Analysis (ICA), but its implementation remains largely user …

In the cerebral cortex, the activity levels of neuronal populations are continuously fluctuating.
When neuronal activity, as measured using functional MRI (fMRI), is temporally coherent …