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ECML
2007
Springer
16 years 25 days ago
Nondeterministic Discretization of Weights Improves Accuracy of Neural Networks
Abstract. The paper investigates modification of backpropagation algorithm, consisting of discretization of neural network weights after each training cycle. This modification, a...
Marcin Wojnarski
SAMOS
2007
Springer
16 years 23 days ago
k  +   Neigh : An Energy Efficient Topology Control for Wireless Sensor Networks
For most applications in wireless sensor networks (WSNs), it is often assumed that the deployment of sensor nodes is unmanaged and random, so the density of local node may vary thr...
Dong-Min Son, Young-Bae Ko
ICAS
2005
IEEE
103views Robotics» more  ICAS 2005»
16 years 8 days ago
QoS issues in the Research and Academic Networks: The case of GRNET
This paper describes the design and the implementation of QoS services in a high speed backbone network as well as a management tool for the service. The services were designed ta...
Christos Bouras, Anastasios Karaliotas, Michael Oi...
ICN
2005
Springer
16 years 5 days ago
A Fast Path Recovery Mechanism for MPLS Networks
The major concept of the Multi-Protocol Label Switching (MPLS) network uses the Label Switch Path (LSP) technique that provides high performance in packet delivery without routing ...
Jenhui Chen, Chung-Ching Chiou, Shih-Lin Wu
INFOCOM
2002
IEEE
15 years 11 months ago
ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies.
—Advances in microsensor and radio technology will enable small but smart sensors to be deployed for a wide range of environmental monitoring applications. The low per-node cost ...
Alberto Cerpa, Deborah Estrin