Adaptive Stochastic Collocation Method (ASCM) for Parameterized Statistical Timing Analysis with Quadratic Delay Model.
Yi WangXuan ZengJun TaoHengliang ZhuXu LuoChanghao YanWei CaiPublished in: ISQED (2008)
Keyphrases
- objective function
- study proposes
- test data
- mathematical model
- sensitivity analysis
- statistical model
- parameter estimation
- theoretical analysis
- statistical information
- prior knowledge
- modeling method
- statistical methods
- bp neural network
- probabilistic model
- evaluation method
- input data
- energy function
- linear regression
- prior information
- regression analysis
- high order
- optimization method
- gaussian distribution
- prediction model
- network model
- monte carlo simulation
- mesh refinement
- classification method
- em algorithm
- significant improvement
- closed form
- tree structure
- cost function
- similarity measure
- hybrid model
- pairwise
- evaluation model
- neural network
- maximum likelihood criterion
- stochastic model
- genetic algorithm
- reconstruction method
- computational complexity
- artificial neural networks
- statistical analysis
- detection method
- bayesian framework
- monte carlo
- classification algorithm