OS-ELM-FPGA: An FPGA-based online sequential unsupervised anomaly detector

Mathematics

• Field Programmable Gate Array 100%
• Detector 75%
• Anomaly 73%
• Anomaly Detection 39%
• Back Propagation 38%
• Neural Networks 35%
• Throughput 33%
• Learning 23%
• Open Source 17%
• Sequential Algorithm 16%
• Dimensionality Reduction 16%
• Learning Algorithm 15%
• Training 13%
• Computational Cost 12%
• Immediately 12%
• Eliminate 12%
• Trends 12%
• Theoretical Analysis 12%
• Time series 11%
• Prediction 10%
• Simulation 8%

Engineering & Materials Science

• Field programmable gate arrays (FPGA) 51%
• Detectors 49%
• Graphics processing unit 35%
• Program processors 32%
• Anomaly detection 26%
• Backpropagation 23%
• Neural networks 23%
• Throughput 17%
• Dimensionality reduction 13%
• Time series 10%
• Learning algorithms 10%