This repository is an implementation of the readout layer in this paper.

To install requirements:

pip install -r requirements.txt

In 'Data_preprocessing.ipynb', you can model neuron output currents with Gaussian distributions of varying standard deviations.

We don't share the data of neuron output currents.

You can simulate the linear classification in 'Linear_classification.ipynb'. Supervised learning models like single-layer perceptron, support vector machine, and logistic regression were used for the readout layer.