Article

Impact of symmetry in local learning rules on predictive neural representations and generalization in spatial navigation

2024-06-01

Abstract excerpt

In spatial cognition, the Successor Representation (SR) from reinforcement learning provides a compelling candidate of how predictive representations are used to encode space. In particular, hippocampal place cells are hypothesized to encode the SR. Here, we investigate how varying the temporal symmetry in learning rules influences those representations. To this end, we use a simple local learning rule which can b...

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Literature Corpus work: e3345c5c-e66d-5f71-82a1-1cccf74aa38a
DOI: 10.1101/2024.05.27.595705

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