Prelude to a decision: Resolving sensory uncertainty in the human brain Jay Gottfried Northwestern University Accurate recognition of stimulus identity is a necessary prelude to making effective decisions. In experimental models of learning and decision-making, cues and commodities are usually (though not always) presented as stable invariant objects, but in naturalistic settings, stimulus noise and ambiguity are often the rule. This is particularly true for olfactory stimuli, which are subject to the vagaries of wind speed and direction, rely on sniffing for efficient sampling, and occur in the company of other smells. Research in our lab combines olfactory functional MRI, sensory psychophysics, multivariate pattern analysis, and computational modeling to investigate how odor object information is encoded in the human brain, and how learning and experience refine odor perception at the behavioral and neural levels. This presentation will focus on recent work highlighting the roles of piriform (olfactory) cortex and orbitofrontal cortex in disambiguating odor objects and generating predictive codes to enhance behavior.