https://github.com/tomgeorge1234/simpl

Last synced: 14 Apr 2025

https://github.com/tomgeorge1234/hopfieldnetworktutorial

A colab-style tutorial for how to build Hopfield Networks (classic and modern) and train them to memorise patterns and flags

Last synced: 19 Mar 2025

https://github.com/tomgeorge1234/stdp-sr

We study place and grid cells of an RL agent learns successor representations (SR) in compositional mazes.

Last synced: 19 Mar 2025

https://github.com/tomgeorge1234/deeplearningtutorial

A colab-style DL tutorial for how to build and train DNNs (with and without autograd packages) from scratch.

Last synced: 19 Mar 2025

https://github.com/tomgeorge1234/helmholtzhippocampus

Modelling hippocampus as a Helmholtz machine

Last synced: 10 Apr 2025

https://github.com/tomgeorge1234/modellingspatialrepresentations

A colab-style tutorial for how to model spatial behaviour and spatial representations using the RatInABox simulation toolkit.

Last synced: 19 Mar 2025

https://github.com/tomgeorge1234/thetasequencesareeligibilitytraces

Code for my paper: "Theta sequences as eligibility traces: a biological solution to credit assignment"

computational-neuroscience hippocampus machine-learning neuroscience reinforcement reinforcement-learning rl sequences td-lambda theoretical-neuroscience theta

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/deeplearningturbulence

We use deep convolutional neural networks to solve a classic oceanographic problem: how to predict heat fluxes in turbulent flows given only readily available surface information.

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/ovaerian-cancer

Code and data for my Part III Masters Project, University of Cambridge. This project looks at using variational autoencoders on Ovarian Cancer datasets to investigate methods of discovering gene signatures responsible for causing platinum resistance.

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/neurorltutorial

A colab-style tutorial on neuro-reinforcement learning

Last synced: 23 Feb 2025

https://github.com/tomgeorge1234/reservoircomputing

Code for computing with reservoir nets, pairs of mutually supervising reservoir nets and training with FORCE learning. Produced for PhD rotation in Akrami Lab studying temporal structure learning.

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/gp_video

Makes gp videos for Joels project

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/tomplotlib

A package I wrote for formatting and saving figures with matplotlib

Last synced: 19 Mar 2025

https://github.com/tomgeorge1234/tidaltailsofinteractinggalaxies

Simulation code (python) and report for a study into the close approach of two multi-star galaxies and the subsequent formation of tidal tails from the extreme self generated tidal forces present.

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/pupillometrypipeline

Code and pipeline for pupillometry. Produced for PhD rotation in Akrami lab, for studying implicit statistical learning in humans performing a gap detection task. Code should be adaptable for more general pupillometry projects.

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/whatmakesneuronspicky

Here I use pytorch to understand what drives neuronal selective in deep neural networks trained to perform multiple tasks simultaneously

Last synced: 07 Apr 2025

https://github.com/tomgeorge1234/kalmax

Kalman based neural decoding in Jax

Last synced: 19 Mar 2025

https://github.com/tomgeorge1234/tomgeorge1234.github.io

My personal website

Last synced: 07 Apr 2025