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Topic: cortical tutor signals

ePoster
1 ePoster

In Computational Neuroscience and Dynamical Systems

ePoster · Computational Neuroscience

A general theory of Hebbian sequence learning

Matthew Farrell · Neuromatch 5

Wed, Sep 28, 2022

Understanding how neural circuits generate sequential activity is a longstanding challenge. While theoretical models have previously demonstrated how sequences can be stored as memories with Hebbian plasticity rules, these models considered only a particular Hebbian rule that is not observed in experiments. Here we consider a recently introduced model for arbitrary Hebbian plasticity rules and show how the choice of these rules and of the neural activity patterns influences memorized sequence retrieval. In particular, we derive a general theory that predicts the speed of sequence traversal. Th