Bayesian Inference for Training of Long Short Term Memory Models in Chaotic Time Series Forecasting

Mathematics

• Time Series Forecasting 100%
• Chaotic Time Series 95%
• Memory Model 89%
• Bayesian inference 67%
• Training 67%
• Forecasting 48%
• Term 34%
• Kullback-Leibler Information 30%
• Feedforward Neural Networks 29%
• Memory Term 27%
• Recurrent Neural Networks 27%
• Bayesian Networks 26%
• Information Criterion 26%
• Autoregressive Model 23%
• Model 20%
• Nonlinear Model 20%
• Neural Networks 19%
• Learning 19%
• Uncertainty 17%
• Evaluate 16%
• Simulation Study 15%
• Necessary 14%
• Observation 13%
• Series 12%

Engineering & Materials Science

• Long short-term memory 73%
• Time series 55%
• Feedforward neural networks 17%
• Recurrent neural networks 16%
• Uncertainty 9%
• Neural networks 9%