The role of prospective contingency in the control of behavior and dopamine signals during associative learning.

Associative learning depends on contingency, the degree to which a stimulus predicts an outcome. Despite its importance, the neural mechanisms linking contingency to behavior remain elusive. Here we examined the dopamine activity in the ventral striatum - a signal implicated in associative learning - in a Pavlovian contingency degradation task in mice. We show that both anticipatory licking and dopamine responses to a conditioned stimulus decreased when additional rewards were delivered uncued, but remained unchanged if additional rewards were cued. These results conflict with contingency-based accounts using a traditional definition of contingency or a novel causal learning model (ANCCR), but can be explained by temporal difference (TD) learning models equipped with an appropriate inter-trial-interval (ITI) state representation. Recurrent neural networks trained within a TD framework develop state representations like our best 'handcrafted' model. Our findings suggest that the TD error can be a measure that describes both contingency and dopaminergic activity.

Zona incerta GABAergic neurons integrate prey-related sensory signals and induce an appetitive drive to promote hunting.

The neural substrates for predatory hunting, an evolutionarily conserved appetitive behavior, remain largely undefined. Photoactivation of zona incerta (ZI) GABAergic neurons strongly promotes hunting of both live and artificial prey. Conversely, photoinhibition of these neurons or deletion of their GABA function severely impairs hunting. Here electrophysiological recordings reveal that ZI neurons integrate prey-related multisensory signals and discriminate prey from non-prey targets. Visual or whisker sensory deprivation reduces calcium responses induced by prey introduction and attack and impair hunting. ZI photoactivation largely corrects the hunting impairment caused by sensory deprivations. Motivational and reinforcing assays reveal that ZI photoactivation is associated with a strong appetitive drive, causing repetitive self-stimulatory behaviors. These ZI neurons project to the periaqueductal gray matter to induce hunting and motivation. Thus, we have delineated the function of ZI GABAergic neurons in hunting, which integrates prey-related sensory signals into prey detection and attack and induces a strong appetitive motivational drive.