Second-order time delay reservoir computing for nonlinear time series problems

Mathematics

• Nonlinear Time Series 100%
• Time Delay 68%
• Computing 44%
• Nonlinear Function 36%
• Delay Differential Equations 35%
• Time Series Prediction 27%
• Multiplexing 26%
• Memory Term 23%
• Hyperparameters 22%
• Glass 21%
• Performance 21%
• Substitute 21%
• Standards 19%
• Neuron 18%
• Trade-offs 18%
• Dimensionality 18%
• Oscillation 14%
• Experiment 13%
• Dependent 11%
• Form 7%
• Model 5%

Business & Economics

• Nonlinear Time Series 98%
• Time Delay 89%
• Delay Differential Equations 58%
• Multiplexing 29%
• Oscillation 21%
• Dimensionality 20%
• Neuron 17%
• Substitute 14%
• Prediction 14%
• Performance 13%
• Trade-offs 13%
• Experiment 10%

Engineering & Materials Science

• Time series 62%
• Time delay 59%
• Data storage equipment 32%
• Differential equations 32%
• Multiplexing 18%
• Neurons 16%
• Glass 14%
• Feedback 11%
• Experiments 6%