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JMLR
2010
125views more  JMLR 2010»
13 years 2 months ago
Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation
In this paper, we consider the asymptotic form of the generalization error for the restricted Boltzmann machine in Bayesian estimation. It has been shown that obtaining the maximu...
Miki Aoyagi
BIOADIT
2004
Springer
13 years 11 months ago
Artificial Cellular Division by Self-Inspection
Abstract. This article describes a novel approach to the implementation on an electronic substrate of a process analogous to the cellular division of biological organisms. Cellular...
Enrico Petraglio, Daniel Mange, André Stauf...
INFOCOM
1995
IEEE
13 years 11 months ago
Dynamic Behavior of Feedback Congestion Control Schemes
This paper examines the asymptotic behavior of solutions of a simple network model using feedback control under the presence of delays. It shows numerically the existence of compl...
Giampiero Pecelli, B. G. Kim
IFIP
2004
Springer
14 years 27 days ago
Asymptotic Behaviors of Type-2 Algorithms and Induced Baire Topologies
Abstract We propose an alternative notion of asymptotic behaviors for the study of type2 computational complexity. Since the classical asymptotic notion (for all but finitely many...
Chung-Chih Li
COMPLEXITY
2010
108views more  COMPLEXITY 2010»
13 years 5 months ago
How to make dull cellular automata complex by adding memory: Rule 126 case study
Using Rule 126 elementary cellular automaton (ECA) we demonstrate that a chaotic discrete system -- when enriched with memory
Genaro Juárez Martínez, Andrew Adama...