/bindsnet-1

Simulation of spiking neural networks (SNNs) using PyTorch.

Primary LanguagePythonGNU Affero General Public License v3.0AGPL-3.0

Converting-DQNs-to-SNNs

Python version>=3.6.0

Pyorch version>=1.4.0

Need to install openai/gym(https://github.com/openai/gym) and openai/baselines(https://github.com/openai/baselines).

game_model_episode_time_seed_percentile.py is used for converting DQNs to SNNs and test the SNNs on Atari games. The function of converting ANNs to SNNs is in conversion/conversion.py.

Here is a exmaple to run the code: python game_model_episode_time_seed_percentile.py --game BreakoutNoFrameskip-v4 --model breakout_dqn.pt --episode 50 --time 500 --seed 10086 --percentile 99.0