Perceptual learning is required for olfactory function to adapt appropriately to changing odor environments. We here show that newborn neurons in the olfactory bulb are not only involved in, but necessary for, olfactory perceptual learning. First, the discrimination of perceptually similar odorants improves in mice after repeated exposure to the odorants. Second, this improved discrimination is accompanied by an elevated survival rate of newborn inhibitory neurons, preferentially involved in processing of the learned odor, within the olfactory bulb. Finally, blocking neurogenesis before and during the odorant exposure period prevents this learned improvement in discrimination. Olfactory perceptual learning is thus mediated by the reinforcement of functional inhibition in the olfactory bulb by adult neurogenesis. discrimination 蛪 mice 蛪 enrichment 蛪 olfactory bulb P erceptual learning is an implicit (nonassociative) form of learning in which discrimination between sensory stimuli is improved by previous experience (1). For instance, animals trained on a tactile discrimination task improve their behavioral performances and in parallel, the neural representation of the stimuli is sharpened (2, 3). In the olfactory modality, perceptual learning has been shown to occur in humans (4), and an experimental model of olfactory perceptual learning has recently been proposed in rats (5). Olfactory perceptual learning is crucial for basic olfactory functions because it sets the degree of discrimination between stimuli, and thus contributes to the perceptual representation of the environment, which guides the animal's behavior. However, neural mechanisms underlying such changes of perception remain elusive. We here show that a modulation of newborn cell survival in the olfactory bulb (OB) underlies olfactory perceptual learning. We show that neurogenesis is not only involved in, but necessary for perceptual learning to occur.We have shown that odor enrichment enhances rats' ability to discriminate between chemically similar odorants in a relatively odor-unspecific manner (5, 6). Indeed, the discrimination of a pair of similar odorants is improved by enrichment with the same odorants or with other odorants that activate regions of the OB partially overlapping with the regions activated by the discriminated pair. Even if the mechanisms underlying this learning remain unclear, it has been shown that infusions of NMDA into the OB improves odor discrimination in a manner similar to odor enrichment indicating that changes in OB processing contribute at least partially to the perceptual plasticity (5). A computational model proposed that activation of OB neurons produces widespread changes in inhibitory processing, which can underlie the observed improvement of odor discrimination (5). In support to this model, odor exposure has been shown to increase inhibition of mitral cells (7) and to increase the responsiveness of the inhibitory granule cells to odorants, as measured by expression of an immediate early gene (8).Inhibitory neuro...