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TNN
2010
168views Management» more  TNN 2010»
14 years 9 months ago
On the selection of weight decay parameter for faulty networks
The weight-decay technique is an effective approach to handle overfitting and weight fault. For fault-free networks, without an appropriate value of decay parameter, the trained ne...
Andrew Chi-Sing Leung, Hongjiang Wang, John Sum
154
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TNN
2010
173views Management» more  TNN 2010»
14 years 9 months ago
Global synchronization for discrete-time stochastic complex networks with randomly occurred nonlinearities and mixed time delays
Abstract--In this paper, the problem of stochastic synchronization analysis is investigated for a new array of coupled discretetime stochastic complex networks with randomly occurr...
Zidong Wang, Yao Wang, Yurong Liu
142
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TON
2010
138views more  TON 2010»
14 years 9 months ago
SUSE: superior storage-efficiency for routing tables through prefix transformation and aggregation
Abstract--A novel storage design for IP routing table construction is introduced on the basis of a single set-associative hash table to support fast longest prefix matching (LPM). ...
Fong Pong, Nian-Feng Tzeng
167
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TON
2010
167views more  TON 2010»
14 years 9 months ago
A Machine Learning Approach to TCP Throughput Prediction
TCP throughput prediction is an important capability in wide area overlay and multi-homed networks where multiple paths may exist between data sources and receivers. In this paper...
Mariyam Mirza, Joel Sommers, Paul Barford, Xiaojin...
107
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TON
2010
99views more  TON 2010»
14 years 9 months ago
Rate Control With Pairwise Intersession Network Coding
In this paper, we develop a distributed rate-control algorithm for networks with multiple unicast sessions when network coding is allowed across different sessions. Building on rec...
Abdallah Khreishah, Chih-Chun Wang, Ness B. Shroff
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