A generative model of the hippocampal formation trained with theta driven local learning rules

A model of the hippocampal formation where theta-band oscillations and local error-correcting Hebbian learning rules train weights it analagous to a wake-speel algorithm. This bioplausible hippocampal model replicates key cognitive functions including path integration.

February 2024 · Tom M George, Kimberly Stachenfeld, Caswell Barry, Claudia Clopath, Tomoki Fukai