PT - JOURNAL ARTICLE AU - Kianoush Banaie Boroujeni AU - Mariann Oemisch AU - Seyed Alireza Hassani AU - Thilo Womelsdorf TI - Cell-type Specific Learning of Attentional Gating in Primate Striatum AID - 10.1101/837740 DP - 2019 Jan 01 TA - bioRxiv PG - 837740 4099 - http://biorxiv.org/content/early/2019/11/11/837740.short 4100 - http://biorxiv.org/content/early/2019/11/11/837740.full AB - Cognitive flexibility depends on a fast neural learning mechanism for enhancing momentary relevant over irrelevant information. A possible neural mechanism realizing this enhancement uses fast-spiking interneurons (FSIs) in the striatum to train striatal projection neurons to gate relevant and suppress distracting cortical inputs. We found support for such a mechanism in nonhuman primates during the flexible adjustment of visual attention. FSIs gated visual attention cues during feature-based learning. One FSI population showed stronger inhibition during learning, while another FSI subpopulation showed weaker inhibition after learning signifying post-learning disinhibition. Additionally, a smaller neural subpopulation increased activity when salient distractor events were successfully suppressed. These findings highlight that fast behavioral learning of feature relevance is accompanied by fast neural learning of cell-type specific cortico-striatal gating.