2024

October

SIMPL: Scalable and hassle-free optimisation of neural representations from behaviour

June

Replay of procedural experience is independent of the hippocampus

February

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

RatInABox, a toolkit for modelling locomotion and neuronal activity in continuous environments

2023

April

Theta sequences as eligibility traces: A biological solution to credit assignment

March

Rapid learning of predictive maps with STDP and theta phase precession

2021

February

Deep learning to infer eddy heat fluxes from sea surface height patterns of mesoscale turbulence

January

Reservoir computing for unsupervised chunking of sequential data

2020

April

What makes neurons picky

2019

November

Unsupervised machine learning for data encoding applied to ovarian cancer transcriptomes