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CCE
2006
13 years 9 months ago
Bayesian-based on-line applicability evaluation of neural network models in modeling automotive paint spray operations
The neural network (NN) models well trained and validated by the same data may exhibit noticeably different predictabilities in applications. This is mainly due to the fact that t...
Jia Li, Yinlun Huang
IISWC
2006
IEEE
14 years 3 months ago
Constructing a Non-Linear Model with Neural Networks for Workload Characterization
Workload characterization involves the understanding of the relationship between workload configurations and performance characteristics. To better assess the complexity of worklo...
Richard M. Yoo, Han Lee, Kingsum Chow, Hsien-Hsin ...
RTSS
2009
IEEE
14 years 3 months ago
Robustness of Model-Based Simulations
—This paper proposes a framework for determining the correctness and robustness of simulations of hybrid systems. The focus is on simulations generated from model-based design en...
Georgios E. Fainekos, Sriram Sankaranarayanan, Fra...
CDC
2009
IEEE
107views Control Systems» more  CDC 2009»
14 years 13 days ago
Fuel cell based auxiliary power unit modeling, optimization, and control
In this paper, a control oriented nonlinear model is developed for a fuel cell based auxiliary power unit which includes a solid oxide fuel cell, an autothermal reforming, and a ba...
Jian Chen, Jing Sun
ESANN
2006
13 years 10 months ago
Nonlinear dynamics in neural computation
This tutorial reports on the use of nonlinear dynamics in several different models of neural systems. We discuss a number of distinct approaches to neural information processing ba...
Tjeerd Olde Scheper, Nigel Crook