A Local Field Correlated and Monte Carlo Based Shallow Neural Network Model for Nonlinear Time Series Prediction.
Qingguo ZhouHuaming ChenHong ZhaoGaofeng ZhangJianming YongJun ShenPublished in: EAI Endorsed Trans. Scalable Inf. Syst. (2016)
Keyphrases
- neural network model
- monte carlo
- neural network
- artificial neural networks
- markov chain
- monte carlo methods
- monte carlo simulation
- importance sampling
- rbf neural network
- markovian decision
- monte carlo tree search
- input variables
- bp neural network
- back propagation neural network
- neural models
- point processes
- variance reduction
- global illumination
- matrix inversion
- stochastic approximation
- particle filter
- least squares
- support vector regression
- adaptive sampling
- markov random field
- prediction model
- temporal difference
- optimal strategy
- confidence intervals