STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction

This is the code for the paper: STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction

to run the experiment, First create a json file inside folder config/, and name it <data>_<out_len>.json. For more, please see example file. then use etc: python3 run.py --data <data> --out_len <out_len>.

If you find our code useful, please consider citing our work

@inproceedings{
wu2023stanhop,
title={STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction},
author={Wu, Dennis and Hu, Jerry Yao-Chieh and Li, Weijian and Chen, Bo-Yu and Liu, Han},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024},
url={https://arxiv.org/abs/2312.17346}
}