Time series prediction and anomaly detection with recurrent spiking neural networks

Author:

Cherdo Yann1,Miramond Benoit2,Pegatoquet Alain2

Affiliation:

1. Renault Software LEAT, CNRS UMR 7248,Biot,France

2. University Cote d'Azur LEAT, CNRS UMR 7248,Biot,France

Publisher

IEEE

Reference52 articles.

1. Collective Anomaly Detection Based on Long Short-Term Memory Recurrent Neural Networks

2. Long Short-Term Memory

3. Multivariate industrial time series with cyber-attack simulation: Fault detection using an LSTM-based predictive data model;filonov;ArXiv,2016

4. Long Short Term Memory Networks for Anomaly Detection in Time Series;malhotra;Proc European Symposium on ANN,0

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Multivariate Long Sequence Time Series Forecasting Based on Robust Spatiotemporal Attention;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

2. Leveraging Homeostatic Plasticity to Enable Anomaly Detection in Spiking Neural Networks;2024 IEEE International Conference on Smart Computing (SMARTCOMP);2024-06-29

3. Rectifying inaccurate unsupervised learning for robust time series anomaly detection;Information Sciences;2024-03

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3