bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 11 citations · 26 references
Life SciencesNeurosciencePsychologyBehavioral NeuroscienceCognitive NeuroscienceCognitive PsychologyNeural Basis Of MemoryReward ProcessingExperimental ManipulationFunctional Brain ConnectivityMemory RecollectionNeural Correlates Of MemoryRecollection AccuracyReward Prediction Error SignalingStriatal Reward ProcessingVentral Striatum Organization
Abstract A growing body of behavioral evidence implicates reward prediction errors (RPEs) as a key factor in the acquisition of episodic memory. Yet, important neural predictions related to the role of RPE in declarative memory acquisition remain to be tested. Using a novel variable-choice task, we experimentally manipulated RPEs and found support for key predictions on the neural level with fMRI. Specifically, we demonstrate that trial-specific RPE responses in the ventral striatum (during learning) predict the strength of subsequent episodic memory (during recollection). Furthermore, functional connectivity between task-relevant processing areas (e.g., face-selective areas) and hippocampus, ventral tegmental area, and ventral striatum increased as a function of RPE value (during learning), suggesting a central role of these areas in episodic memory formation. Our results consolidate reinforcement learning theory and striatal RPEs as key operations subtending the formation of episodic memory.
26
Reinforcement Learning: An Introduction
IEEE Transactions on Neural Networks · 2005 · 25.8K citations
Neuron-type-specific signals for reward and punishment in the ventral tegmental area
Jeremiah Y. Cohen, Sebastian Haesler, Linh Vong et al. · Nature · 2012 · 1.4K citations · Full text
RETRACTED: A mathematical model explains saturating axon guidance responses to molecular gradients
Huyen Nguyen, Peter Dayan, Zac Pujic et al. · eLife · 2016 · 1.3K citations · Full text
A novel source of arterial valve cells linked to bicuspid aortic valve without raphe in mice
Lorriane Eley, Ahlam Alqahtani, Donal MacGrogan et al. · eLife · 2018 · 1.2K citations · Full text