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Striatal circuits for reward learning and decision-making

June 11 @ 17:30 - 20:00

Prof. Ilana Witten from Princeton University will be giving a talk on ‘Striatal circuits for reward learning and decision-making.’

The talk will be hosted online at 5.30 pm, while at 6.45 pm we will host a virtual pub chat with the speaker. Further details on how to join both sessions will be sent through our mailing list! To join our mailing list, follow the instructions here https://cortexclub.com/join-us

Abstract:

How are actions linked with subsequent outcomes to guide choices? The nucleus accumbens (NAc), which is implicated in this process, receives glutamatergic inputs from the prelimbic cortex (PL) and midline regions of the thalamus (mTH). However, little is known about what is represented in PL or mTH neurons that project to NAc (PL-NAc and mTH-NAc). By comparing these inputs during a reinforcement learning task in mice, we discovered that i) PL-NAc preferentially represents actions and choices, ii) mTH-NAc preferentially represents cues, iii) choice-selective activity in PL-NAc is organized in sequences that persist beyond the outcome. Through computational modelling, we demonstrate that these sequences can support the neural implementation of temporal difference learning, a powerful algorithm to connect actions and outcomes across time. Finally, we test and confirm predictions of our circuit model by direct manipulation of PL-NAc neurons. Thus, we integrate experiment and modelling to suggest a neural solution for credit assignment.

Details

Date:
June 11
Time:
17:30 - 20:00
Event Category: