/minihummus

Spiking neural network for educational purposes

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

minihummus

Minihummus is an educational tool designed to be a very simple introduction to spiking neural networks. For this purpose, we try to keep the code as clear as possible by avoiding any optimization tricks.

Single-layer feedforward networks for current-based leaky integrate and fire (LIF) neurons are supported at the moment.

Install

pip install -e .

Quickstart

As an entry point take a look at the provided jupyter notebook: test.ipynb