Spikey: A malleable spiking neural network framework and training platform.
Spikey is a malleable, ndarray based spiking neural network framework and training platform. Its SNN framework is built to be modified to fit a wide range of user’s needs with many existing fully parameterized parts. The training platform is inherently parrelelizable and supports custom training loops. Various meta analysis tools, like a genetic algorithm, are provided to help users quickly solve for hyper-parameters in arbitrary experiments. Spikey is regularly tested with python 3.7-3.9 in Linux and Windows, though it is a new project so expect to post bugs or suggestions in the issues tab.