Oscillation component analysis enables cognitive neuroscientists to summarize millisecond-precision high-dimensional neurophysiological recordings into a smaller set of oscillatory components through biophysically inspired generative modeling of neural oscillations.

Genephys is a generative model for dissecting the different aspects that compound our neural responses to perceptual stimulation, identifying which aspects remain stable and which ones vary across experimental repetitions.

Visual search templates are reactivated only temporarily to act as input filters for target detection.

Stimuli are encoded differently in the brain when perceived consciously and unconsciously; for conscious perception, the representations are stronger in certain brain regions and they display more complex dynamics.

A complete public catalogue of brain recording data from a single laboratory has revealed new scientific findings, and has also shed light on aspects of the scientific process, such as statistical power and publication bias.