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EUROMICRO
2004
IEEE
15 years 1 months ago
SaveCCM - A Component Model for Safety-Critical Real-Time Systems
Component-based development has proven effective in many engineering domains, and several general component technologies are available. Most of these are focused on providing an e...
Hans Hansson, Mikael Åkerholm, Ivica Crnkovi...
IJCNN
2007
IEEE
15 years 4 months ago
System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks
— A single biological neuron is able to perform complex computations that are highly nonlinear in nature, adaptive, and superior to the perceptron model. A neuron is essentially ...
Manish Saggar, Tekin Meriçli, Sari Andoni, ...
CDC
2010
IEEE
112views Control Systems» more  CDC 2010»
14 years 5 months ago
Online Convex Programming and regularization in adaptive control
Online Convex Programming (OCP) is a recently developed model of sequential decision-making in the presence of time-varying uncertainty. In this framework, a decisionmaker selects ...
Maxim Raginsky, Alexander Rakhlin, Serdar Yük...
CDC
2009
IEEE
221views Control Systems» more  CDC 2009»
15 years 1 months ago
Parametrization invariant covariance quantification in identification of transfer functions for linear systems
This paper adresses the variance quantification problem for system identification based on the prediction error framework. The role of input and model class selection for the auto-...
Tzvetan Ivanov, Michel Gevers
AAAI
2011
13 years 10 months ago
Combining Learned Discrete and Continuous Action Models
Action modeling is an important skill for agents that must perform tasks in novel domains. Previous work on action modeling has focused on learning STRIPS operators in discrete, r...
Joseph Z. Xu, John E. Laird