Hidden Process Models:Decoding Overlapping Cognitive States with Unknown Timing

We use Hidden Process Models (HPMs) to evaluate different models of a functional Magnetic Resonance Imaging (fMRI) study in which subjects decide whether stimuli match. We demonstrate the ability of