Time series classification with Echo Memory Networks
The code for paper "Time series classification with Echo Memory Networks" accepted by Neural Networks.
Dependencies
-
Keras 2.0 and above
-
tensorflow 0.4 and above
Usage
This repository contains a demo of ECG200 in the UCR dataset. The ECG200 dataset is located in UCR_TS_Archive_2015/ECG200/. You can run the command
python echo_memory_network_demo.py
to test the model EMN.
Reference
@article{MA2019time,
title = "Time series classification with Echo Memory Networks",
author = "Qianli Ma and Wanqing Zhuang and Lifeng Shen and Garrison W. Cottrell",
journal = "Neural Networks",
volume = "117",
pages = "225 - 239",
year = "2019",
issn = "0893-6080",
}