Proposal of Reconstructive Reservoir Computing to Detect Anomaly in Time-series Signals.
Junya KatoGouhei TanakaRyosho NakaneAkira HirosePublished in: IJCNN (2022)
Keyphrases
- reservoir computing
- detect anomalies
- anomaly detection
- recurrent neural networks
- intrusion detection
- automatic detection
- abnormal behavior
- detection method
- signal processing
- network traffic
- dynamic time warping
- multi dimensional time series
- signal detection
- spectral analysis
- detection algorithm
- subsequence matching
- autoregressive
- normal behavior
- input signals
- data sets
- stock market
- data mining