Anomaly Detection Using Hierarchical Temporal Memory (HTM) in Crowd Management

Hierarchical Temporal Memory method for time-series-based anomaly detection

Neurocomputing ◽

10.1016/j.neucom.2017.08.026 ◽

2018 ◽

Vol 273 ◽

pp. 535-546 ◽

Cited By ~ 15

Author(s):

Jia Wu ◽

Weiru Zeng ◽

Fei Yan

Keyword(s):

Time Series ◽

Anomaly Detection ◽

Temporal Memory ◽

2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA) ◽

Ensemble of Hierarchical Temporal Memory for Anomaly Detection

10.1109/dsaa49011.2020.00017 ◽

2020 ◽

Author(s):

Farzaneh Shoeleh ◽

Masoud Erfani ◽

Duc-Phong Le ◽

Ali A. Ghorbani

Keyword(s):

Anomaly Detection ◽

Temporal Memory ◽

Biologically Inspired Cognitive Architectures 2018 - Advances in Intelligent Systems and Computing ◽

Extended Hierarchical Temporal Memory for Motion Anomaly Detection

10.1007/978-3-319-99316-4_10 ◽

2018 ◽

pp. 69-81

Author(s):

Ilya Daylidyonok ◽

Anastasiya Frolenkova ◽

Aleksandr I. Panov

Keyword(s):

Anomaly Detection ◽

Temporal Memory ◽

Hierarchical Temporal Memory based One-pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids

IEEE Transactions on Dependable and Secure Computing ◽

10.1109/tdsc.2020.3037054 ◽

2020 ◽

pp. 1-1

Author(s):

Anomadarshi Barua ◽

Deepan Muthirayan ◽

Pramod P. Khargonekar ◽

Mohammad Abdullah Al Faruque

Keyword(s):

Anomaly Detection ◽

Real Time ◽

Smart Grids ◽

Temporal Memory ◽

Data Prediction

Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract

2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems (ICCPS) ◽

10.1109/iccps48487.2020.00027 ◽

2020 ◽

Cited By ~ 1

Author(s):

Anomadarshi Barua ◽

Deepan Muthirayan ◽

Pramod P. Khargonekar ◽

Mohammad Abdullah Al Faruque

Keyword(s):

Machine Learning ◽

Anomaly Detection ◽

Smart Grid ◽

Real Time ◽

Temporal Memory ◽

Unsupervised Anomaly Detection

2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA) ◽

Anomaly Detection in Time Series data using Hierarchical Temporal Memory Model

10.1109/iceca.2019.8821966 ◽

2019 ◽

Cited By ~ 1

Author(s):

A Anandharaj ◽

P. Bagavathi Sivakumar

Keyword(s):

Time Series ◽

Anomaly Detection ◽

Time Series Data ◽

Memory Model ◽

Series Data ◽

Temporal Memory ◽

2019 Fifth International Conference on Advances in Biomedical Engineering (ICABME) ◽

Online anomaly detection in ECG signal using Hierarchical Temporal Memory

10.1109/icabme47164.2019.8940307 ◽

2019 ◽

Author(s):

Wissal Midani ◽

Zeineb Fki ◽

Mounir BenAyed

Keyword(s):

Anomaly Detection ◽

Ecg Signal ◽

Temporal Memory ◽

Online Anomaly Detection

Design of Neuromorphic Cognitive Module based on Hierarchical Temporal Memory and Demonstrated on Anomaly Detection

Procedia Computer Science ◽

10.1016/j.procs.2016.07.430 ◽

2016 ◽

Vol 88 ◽

pp. 232-238

Author(s):

Marek Otahal ◽

Michal Najman ◽

Olga Stepankova

Keyword(s):

Anomaly Detection ◽

Temporal Memory ◽

2019 IEEE 2nd International Conference on Information Communication and Signal Processing (ICICSP) ◽

Hierarchical Temporal Memory Based Anomaly Detection for Hydrological Monitoring of Unmanned Surface Vehicle

10.1109/icicsp48821.2019.8958534 ◽

2019 ◽

Author(s):

Hao Luo ◽

Shuli Jia ◽

Wenxuan Zhang

Keyword(s):

Anomaly Detection ◽

Unmanned Surface Vehicle ◽

Temporal Memory ◽

Hydrological Monitoring

Hierarchical Temporal Memory Method for Time-Series-Based Anomaly Detection

2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) ◽

10.1109/icdmw.2016.0168 ◽

2016 ◽

Cited By ~ 1

Author(s):

Jia Wu ◽

Weiru Zeng ◽

Zhe Chen ◽

Xue-Fei Tang

Keyword(s):

Time Series ◽

Anomaly Detection ◽

Temporal Memory ◽