DECOLLE is an online learning framework for spiking neural networks. The algorithmic details are described here:
doi:10.3389/fnins.2020.00424
Clone and install. The Python setuptools will take care of dependencies
git clone https://github.com/nmi-lab/decolle-public.git
cd decolle-public
python setup.py install --user
The following will run decolle on the default parameter set
cd scripts
python train_lenet_decolle.py
All parameter sets are contained in scripts/parameters
This project is licensed under the GPLv3 License - see the LICENSE.md file for details