pytorch-legendre-memory-unit

PyTorch Legendre Memory Unit

Implementation of the Legendre Memory Unit in PyTorch. Ported from this repo and based on this paper presented at NeurIPS 2019.

TODO

• Example usage
• Reproduce results from the original paper
• Optimized LMU implementation to replace looping of an LMUCell

Citation

@inproceedings{voelker2019lmu,
  title={Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks},
  author={Aaron R. Voelker and Ivana Kaji\'c and Chris Eliasmith},
  booktitle={Advances in Neural Information Processing Systems},
  pages={15544--15553},
  year={2019}
}