This repogitory includes the data and source code of our paper (This link will be updated to a DOI URL).
$ git clone git@gin.g-node.org:/intestelligence/intestelligence.git && cd intestelligence
$ python -m venv env && source env/bin/activate && pip install -r requirements.txt./scripts/PerceptronOrINN.py:
Contains the definitions of Intestine-derived Neural Network (INN) and perceptron models../scripts/train_MNIST.py:
Trains and evaluates the INN or Perceptron model on the MNIST dataset.
$ python ./scripts/train_MNIST.py --activation_function intestine_simulated # INN
$ python ./scripts/train_MNIST.py --activation_function sigmoid # PerceptronWe will update this info