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» Stability of join-the-shortest-queue networks
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EUSFLAT
2003
13 years 9 months ago
Stability of backpropagation learning rule
A control of real processes requires different approach to neural network learning. The presented modification of backpropagation learning algorithm changes a meaning of learning...
Petr Krupanský, Petr Pivoñka, Jiri D...
CDC
2008
IEEE
114views Control Systems» more  CDC 2008»
14 years 2 months ago
Stability of node-based multipath routing and dual congestion control
— This paper considers a network flow control problem where routing and input rates are controlled in a decentralized way across a network, to optimize a global welfare objectiv...
Enrique Mallada, Fernando Paganini
ICNP
2005
IEEE
14 years 1 months ago
On the Stability of Rational, Heterogeneous Interdomain Route Selection
The recent discovery of instability caused by the interaction of local routing policies of multiple ASes has led to extensive research on the subject. However, previous studies an...
Hao Wang, Haiyong Xie 0002, Yang Richard Yang, Avi...
CDC
2009
IEEE
139views Control Systems» more  CDC 2009»
14 years 9 days ago
Input-to-state dynamical stability of interconnected systems
Abstract— We consider networks of input-to-state dynamically stable (ISDS) systems and provide a small gain condition under which the entire network is again ISDS. A Lyapunov for...
Sergey Dashkovskiy, Lars Naujok
ADCM
2000
45views more  ADCM 2000»
13 years 7 months ago
Training neural networks with noisy data as an ill-posed problem
This paper is devoted to the analysis of network approximation in the framework of approximation and regularization theory. It is shown that training neural networks and similar n...
Martin Burger, Heinz W. Engl