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ESANN
2004
15 years 2 months ago
Functional radial basis function networks
There has been recently a lot of interest for functional data analysis [1] and extensions of well-known methods to functional inputs (clustering algorithm [2], non-parametric model...
Nicolas Delannay, Fabrice Rossi, Brieuc Conan-Guez...
ICAISC
2004
Springer
15 years 6 months ago
Visualization of Hidden Node Activity in Neural Networks: I. Visualization Methods
Abstract. Quality of neural network mappings may be evaluated by visual inspection of hidden and output node activities for the training dataset. This paper discusses how to visual...
Wlodzislaw Duch
FCCM
2004
IEEE
144views VLSI» more  FCCM 2004»
15 years 4 months ago
Efficient Execution of Process Networks on a Reconfigurable Hardware Virtual Machine
In this paper we present a novel use of an FPGA as a computing element for streaming based application. We investigate the virtualized execution of dynamic reconfigurable tasks. We...
Matthias Dyer, Marco Platzner, Lothar Thiele
97
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HIS
2004
15 years 2 months ago
Q'tron Neural Networks for Constraint Satisfaction
This paper proposes the methods to solve the constraint satisfaction problems (CSPs) using Q'tron neural networks (NNs). A Q'tron NN is local-minima free if it is built ...
Tai-Wen Yue, Mei-Ching Chen
107
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IPSN
2004
Springer
15 years 6 months ago
Lattice sensor networks: capacity limits, optimal routing and robustness to failures
We study network capacity limits and optimal routing algorithms for regular sensor networks, namely, square and torus grid sensor networks, in both, the static case (no node failu...
Guillermo Barrenechea, Baltasar Beferull-Lozano, M...