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ICANN
2007
Springer
15 years 10 months ago
An Efficient Method for Pruning the Multilayer Perceptron Based on the Correlation of Errors
Abstract. In this paper we present a novel method for pruning redundant weights of a trained multilayer Perceptron (MLP). The proposed method is based on the correlation analysis o...
Cláudio M. S. Medeiros, Guilherme De A. Bar...
3DPVT
2004
IEEE
131views Visualization» more  3DPVT 2004»
15 years 10 months ago
Neural Mesh Ensembles
This paper proposes the use of neural network ensembles to boost the performance of a neural network based surface reconstruction algorithm. Ensemble is a very popular and powerfu...
Ioannis P. Ivrissimtzis, Yunjin Lee, Seungyong Lee...
ANTSW
2006
Springer
15 years 10 months ago
Covering a Continuous Domain by Distributed, Limited Robots
We present an algorithm for covering continuous domains by primitive robots whose only ability is to mark visited places with pheromone and to sense the level of the pheromone in t...
Eliyahu Osherovich, Alfred M. Bruckstein, Vladimir...
APNOMS
2006
Springer
15 years 10 months ago
A Proposal of Large-Scale Traffic Monitoring System Using Flow Concentrators
In a large-scale backbone networks, the traffic monitoring system needs to receive a large volume of flow records, so if a single central collecting process is used, it might not b...
Atsushi Kobayashi, Daisuke Matsubara, Shingo Kimur...
CANS
2006
Springer
83views Cryptology» more  CANS 2006»
15 years 10 months ago
Efficient Mutual Data Authentication Using Manually Authenticated Strings
Abstract. Solutions for an easy and secure setup of a wireless connection between two devices are urgently needed for WLAN, Wireless USB, Bluetooth and similar standards for short ...
Sven Laur, Kaisa Nyberg