Neuroimaging research has been at the forefront of concerns regarding the failure of
experimental findings to replicate. In the study of brain-behavior relationships, past failures …

Fueled by developments in computational neuroscience, there has been increasing interest
in the underlying neurocomputational mechanisms of psychosis. One successful approach …

We introduce a novel self-supervised pretext task for learning representations from audio-
visual content. Prior work on audio-visual representation learning leverages …

To behave adaptively with sufficient flexibility, biological organisms must cognize beyond
immediate reaction to a physically present stimulus. For this, humans use visual mental …

Recent multi-voxel pattern classification (MVPC) studies have shown that in early visual
cortex patterns of brain activity generated during mental imagery are similar to patterns of …

Humans are able to mentally construct an episode when listening to another person's
recollection, even though they themselves did not experience the events. However, it is …

Multisensory integration involves a host of different cognitive processes, occurring at
different stages of sensory processing. Here I argue that, despite recent insights suggesting …

Theorists have suggested that emotions are canonical responses to situations ancestrally
linked to survival. If so, then emotions may be afforded by features of the sensory …

Although distinct categories are reliably decoded from fMRI brain responses, it has proved
more difficult to distinguish visually similar inputs, such as different faces. Here, we apply a …

The cortex is a massively recurrent network, characterized by feedforward and feedback
connections between brain areas as well as lateral connections within an area …