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about me

I'm a Research Fellow in the O'Keefe Lab (Sainsbury Wellcome Centre), previously I was a PhD student in the Bizley Lab (UCL Ear Institute), where I TA-ed for Web Development and Software Engineering within the UCL CS Department. I'm most interested in:

  1. applying machine learning techniques to solve neuroscience problems (esp. w.r.t. spatial navigation and sensory perception)
  2. developing software for neuroscience research, particularly for spike sorting and classification 🧠 📊

Feel free to reach out via email if you have any questions about my work or check out my personal site in my profile!

carla griffiths's Projects

affinewarp icon affinewarp

An implementation of piecewise linear time warping for multi-dimensional time series alignment

atchekegroup1lunarlanding icon atchekegroup1lunarlanding

Repo hosting the NMA Deep Learning - Lunar Lander transfer learning project repository for Group 1, Atcheke Pod (transferlanders)

autolfads-tf2 icon autolfads-tf2

A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

boostmodels icon boostmodels

gradient-boosted regression and decision tree models on behavioural animal data

createmyneuralfra icon createmyneuralfra

A one stop repo for creating a frequency response area plot entirely in Python

deepinsight icon deepinsight

A general framework for interpreting wide-band neural activity

epsych icon epsych

NEW v1.1: https://github.com/dstolz/epsych_v1.1 Epsych is a toolbox for extending Tucker-Davis Technologies hardware and software for Matlab-in-the-loop behavior and/or electrophysiology.

gooddoc icon gooddoc

A Template for Clear and Simple Documentation of Bioinformatics Code

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-0.21.0 icon gym-0.21.0

cloned, now deprecated version of gym needed for stablebaslines3. Modified to include the wind option in the latest version of gym and added a stationary obstacle element

legacy_straight icon legacy_straight

A vocoder framework which had been widely used in research community since 1999.

lfads-torch icon lfads-torch

A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

manifoldtest icon manifoldtest

work in progress of neural decomposition of honeycomb maze data

neuraldecoding icon neuraldecoding

scripts used for neural decoding of single and multi unit auditory cortex data

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