Tom M George

SIMPL optimizes neural representations of behaviour by iteratively refining latent variables and tuning curves, revealing more precise spatial encoding than traditional methods.

The paper shows that replay of procedural memory during sleep occurs in the dorsal striatum and is independent of the hippocampus.

RatInABox generates synthetic locomotion and neural data for studying spatial navigation models in rodents.

This paper demonstrates that spike-timing dependent plasticity (STDP) on theta sweeps can rapidly learn a successor representation, explaining hippocampal place cell properties and spatial prediction mechanisms.

This paper introduces a biologically plausible generative model of the hippocampal formation that uses theta-band oscillations to train a network for spatial and non-spatial memory tasks.