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ICANN
2007
Springer
15 years 11 months ago
Generalized Softmax Networks for Non-linear Component Extraction
Abstract. We develop a probabilistic interpretation of non-linear component extraction in neural networks that activate their hidden units according to a softmaxlike mechanism. On ...
Jörg Lücke, Maneesh Sahani
ICCS
2007
Springer
15 years 11 months ago
Monte Carlo Numerical Treatment of Large Linear Algebra Problems
In this paper we deal with performance analysis of Monte Carlo algorithm for large linear algebra problems. We consider applicability and efficiency of the Markov chain Monte Carlo...
Ivan Dimov, Vassil N. Alexandrov, Rumyana Papanche...
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INFOCOM
2006
IEEE
15 years 11 months ago
Distributed Navigation Algorithms for Sensor Networks
— We propose efficient distributed algorithms to aid navigation of a user through a geographic area covered by sensors. The sensors sense the level of danger at their locations ...
Chiranjeeb Buragohain, Divyakant Agrawal, Subhash ...
IROS
2006
IEEE
105views Robotics» more  IROS 2006»
15 years 11 months ago
Comprehensive Locomotion Performance Evaluation of All-Terrain Robots
– Information about the locomotion performance of known rovers is sparse. A comprehensive evaluation of wheeled passive systems is presented in this work. It is based on a static...
Thomas Thueer, Ambroise Krebs, Roland Siegwart
ADMA
2006
Springer
220views Data Mining» more  ADMA 2006»
15 years 11 months ago
Mining and Validation of Localized Frequent Web Access Patterns with Dynamic Tolerance
Mining user profiles is a crucial task for Web usage mining, and can be accomplished by mining frequent patterns. However, in the Web usage domain, sessions tend to be very sparse,...
Olfa Nasraoui, Suchandra Goswami