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- W4281706755 abstract "Significance Adolescence is a period during which there are important changes in behavior and the structure of the brain. In this manuscript, we use theoretical modeling to show how improvements in working memory and reinforcement learning that occur during adolescence can be explained by the reduction in synaptic connectivity in prefrontal cortex that occurs during a similar period. We train recurrent neural networks to solve working memory and reinforcement learning tasks and show that when we prune connectivity in these networks, they perform the tasks better. The improvement in task performance, however, can come at the cost of flexibility as the pruned networks are not able to learn some new tasks as well." @default.
- W4281706755 created "2022-06-13" @default.
- W4281706755 creator A5080445433 @default.
- W4281706755 date "2022-05-27" @default.
- W4281706755 modified "2023-10-09" @default.
- W4281706755 title "Pruning recurrent neural networks replicates adolescent changes in working memory and reinforcement learning" @default.
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- W4281706755 doi "https://doi.org/10.1073/pnas.2121331119" @default.
- W4281706755 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35622896" @default.
- W4281706755 hasPublicationYear "2022" @default.
- W4281706755 type Work @default.