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» Verifying Properties of Neural Networks
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GRID
2004
Springer
14 years 1 months ago
Dynamic Service Evolution for Open Languages in the Grid and Service Oriented Architecture
Dynamic behavior is inherent in virtual organizations. Semantics has to be processed to manage dynamism and other properties like state, life cycle, faults, and others. In our pap...
Thomas Weishäupl, Erich Schikuta
ICANN
2001
Springer
14 years 3 days ago
Sparse Kernel Regressors
Sparse kernel regressors have become popular by applying the support vector method to regression problems. Although this approach has been shown to exhibit excellent generalization...
Volker Roth
TNN
1998
146views more  TNN 1998»
13 years 7 months ago
An analytical framework for local feedforward networks
Interference in neural networks occurs when learning in one area of the input space causes unlearning in another area. Networks that are less susceptible to interference are refer...
S. Weaver, L. Baird, Marios M. Polycarpou
ESANN
2003
13 years 9 months ago
Locally Linear Embedding versus Isotop
Abstract. Recently, a new method intended to realize conformal mappings has been published. Called Locally Linear Embedding (LLE), this method can map high-dimensional data lying o...
John Aldo Lee, Cédric Archambeau, Michel Ve...
INFOCOM
2008
IEEE
14 years 2 months ago
ACK-Clocking Dynamics: Modelling the Interaction between Windows and the Network
—A novel continuous time fluid flow model of the dynamics of the interaction between ACK-clocking and the link buffer is presented. A fundamental integral equation relating the...
Krister Jacobsson, Lachlan L. H. Andrew, Ao Tang, ...