norse 0.0.0

A library for deep learning with spiking neural networks

Myelin

A library to do deep learning with spiking neural networks.

Getting Started

The primary dependencies of this project are torch, tensorflow and OpenAI gym. A more comprehensive list of dependencies can be found in myelin.yml.

Examples

The directory myelin/task contains three example experiments. You can execute them by invoking the run_*.py scripts from this directory.

• To train a MNIST classification network, invoke

  python run_mnist.py
  

• To train a CIFAR classification network, invoke

  python run_cifar.py
  

• To train the cartpole balancing task with Policy gradient, invoke

  python run_gym.py
  

The default choices of hyperparameters are meant as reasonable starting points, they can be improved upon.

License

LGPLv3. See LICENSE for license details.