An Artificial Neural Network that applies LSTM layers to solve a number of cognitive tasks. This project was developed for my Master Thesis at C3NL, Imperial College London under the supervision of Professor Robert Leech.
For further read please see:
- https://fenix.tecnico.ulisboa.pt/cursos/mebiom/dissertacao/1409728525632094
- https://ccneuro.org/2019/Papers/ViewPapers.asp?PaperNum=1201
To avoid any conflict with your existing Python setup, and to keep this project self-contained, it is suggested to work in a virtual environment with virtualenv. To install virtualenv:
pip install --upgrade virtualenv
Create a virtual environment, activate it and install the requirements in requirements.txt.
virtualenv venv
source venv/bin/activate
pip install -r requirements.txt
If you find this code useful for your research, please cite:
@article{daelucidating,
title={Elucidating Cognitive Processes Using LSTMs},
author={da Costa, Pedro F and Popescu, Sebastian and Leech, Robert and Lorenz, Romy}
year={2019}}