no code implementations • 1 Feb 2024 • Kipp Freud, Nathan Lepora, Matt W. Jones, Cian O'Donnell
This system uses a convolutional neural network (CNN) to decode velocity and familiarity information from wavelet scalograms of neural local field potential data recorded from rats as they navigate a 2D maze.
no code implementations • 23 Aug 2022 • Michele Garibbo, Casimir Ludwig, Nathan Lepora, Laurence Aitchison
We therefore tested three major families of modern deep RL algorithm on a mirror reversal perturbation.
no code implementations • 21 Sep 2021 • Emma L. Roscow, Raymond Chua, Rui Ponte Costa, Matt W. Jones, Nathan Lepora
Learning to act in an environment to maximise rewards is among the brain's key functions.