/Comparison-and-Benchmarking-of-Cellular-Automata-Reservoir-vs.-Random-Boolean-Networks-Reservoir

Primary LanguageTeX

Comparison and Benchmarking of Cellular Automata Reservoir vs. Random Boolean Networks Reservoir

Comparative work looking at the innate differences in connectivity between CA and RBN to determine their effect on these similar network constructs as substrates in a reservoir.

Repository contents

  1. The LaTeX files for the Master's Thesis itself
  2. The code used to run and analyze the experiments

Software dependencies and corresponding versions

Based on EvoDynamic by Sidney Pontes-Filho, which requires Tensorflow 2.2

This further demands specific versions of Python and GPU libraries:

  • Python 3.8 or earlier
  • CUDA 10.1
  • cuDNN v7.6.5.32