Machine Learning of fMRI Virtual Sensors of Cognitive States


Is it feasible to train classifiers to decode the cognitive state of a human subject, based on single-episode fMRI data? If so, these trained classifiers could be used as virtual sensors to detect hidden cognitive states of a subject, providing a key tool for experimental research in cognitive science and in diagnosis of mental processes in patients with… (More)


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