/PC-Baseline

PC Vanilla

Primary LanguagePython

PC Baseline

Vanilla version of PC (MLP) - an ANN with modularity.

Corresponding to http://ieeexplore.ieee.org/abstract/document/7377956/

Features:

  • Strictly based on MLP and the code from http://deeplearning.net/.
  • Circuits are equally divided.
  • Outside dropout rate and sparsity coefficient, other circuit descriptions are similar
  • Weight/Learning rate decay is not included

Main files:

  • execute.py : experiment configuration for mass execution
  • model.py : PC definition
  • layer.py : layer defintion