Replay of procedural experience is independent of the hippocampus
We use an unsupervised sequence detection algorithm to demonstrate, for the first time, replay of procedural memories in the striatum and that this replay is hippocampus-independent.
Hippocampus
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.
RatInABox, a toolkit for modelling locomotion and neuronal activity in continuous environments
This paper documents and motivates the RatInABox package, used for modellign locomotion and neural activity.
Rapid learning of predictive maps with STDP and theta phase precession
We study how successor representations can be learned in a biologically plausible way by hippocampal neurons using STDP and theta phase procession.