Decision-making behavior has been studied extensively, but the neurophysiol
ogical mechanisms responsible for this remarkable cognitive ability are jus
t beginning to be understood. Here we propose neural computations that can
account for the formation of categorical decisions about sensory stimuli by
accumulating information over time into a single quantity: the logarithm o
f the likelihood ratio favoring one alternative over another. We also revie
w electrophysio-logical studies that have identified brain structures that
may be involved in computing this sort of decision variable. The ideas pres
ented constitute a framework for understanding how and where perceptual dec
isions are formed in the brain.