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NN
2000
Springer
123views Neural Networks» more  NN 2000»
14 years 9 months ago
Local minima and plateaus in hierarchical structures of multilayer perceptrons
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
Kenji Fukumizu, Shun-ichi Amari
INFOCOM
2007
IEEE
15 years 4 months ago
Dynamic Cross-Layer Association in 802.11-Based Mesh Networks
—In IEEE 802.11-based wireless mesh networks a user is associated with an access point (AP) in order to communicate and be part of the overall network. The association mechanism ...
George Athanasiou, Thanasis Korakis, Özgü...
COMPSAC
2003
IEEE
15 years 3 months ago
A Cut-Based Algorithm for Reliability Analysis of Terminal-Pair Network Using OBDD
In this paper, we propose an algorithm to construct the Ordered Binary Decision Diagram (OBDD) representing the cut function of a terminal-pair network. The algorithm recognizes i...
Yung-Ruei Chang, Hung-Yau Lin, Ing-Yi Chen, Sy-Yen...
TMA
2010
Springer
314views Management» more  TMA 2010»
15 years 4 months ago
On the Use of TCP Passive Measurements for Anomaly Detection: A Case Study from an Operational 3G Network
In this work we discuss the use of passive measurements of TCP performance indicators in support of network operation and troubleshooting, presenting a case-study from a real 3G ce...
Peter Romirer-Maierhofer, Angelo Coluccia, Tobias ...
SIGCOMM
2010
ACM
14 years 10 months ago
Energy proportionality of an enterprise network
Energy efficiency is becoming increasingly important in the operation of networking infrastructure, especially in enterprise and data center networks. While strategies for lowerin...
Priya Mahadevan, Sujata Banerjee, Puneet Sharma