Considerable information about mental states can be decoded from noninvasive measures
of human brain activity. Analyses of brain activity patterns can reveal what a person is …

Recent advances in human neuroimaging have shown that it is possible to accurately
decode a person's conscious experience based only on non-invasive measurements of their …

A central goal of cognitive neuroscience is to decode human brain activity—that is, to infer
mental processes from observed patterns of whole-brain activation. Previous decoding …

Decoding specific cognitive states from brain activity constitutes a major goal of
neuroscience. Previous studies of brain-state classification have focused largely on …

Brain-imaging research has largely focused on localizing patterns of activity related to
specific mental processes, but recent work has shown that mental states can be identified …

A major challenge for systems neuroscience is to break the neural code. Computational
algorithms for encoding information into neural activity and extracting information from …

Human neuroimaging research has transitioned from mapping local effects to developing
predictive models of mental events that integrate information distributed across multiple …

Neuroscience has made considerable progress in figuring out how the brain works. We
know much about the molecular-genetic and biochemical underpinnings of sensory and …

Natural visual scenes induce rich perceptual experiences that are highly diverse from scene
to scene and from person to person. Here, we propose a new framework for decoding such …

The primary function of the human brain is arguably to optimize the results of our motor
actions in an ever-changing environment. Our cognitive processes and supporting brain …