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IJCNN
2006
IEEE
16 years 22 days ago
Adaptation of Artificial Neural Networks Avoiding Catastrophic Forgetting
— In connectionist learning, one relevant problem is “catastrophic forgetting” that may occur when a network, trained with a large set of patterns, has to learn new input pat...
Dario Albesano, Roberto Gemello, Pietro Laface, Fr...
IJCNN
2006
IEEE
16 years 22 days ago
Greedy forward selection algorithms to Sparse Gaussian Process Regression
Abstract— This paper considers the basis vector selection issue invloved in forward selection algorithms to sparse Gaussian Process Regression (GPR). Firstly, we re-examine a pre...
Ping Sun, Xin Yao
INFOCOM
2006
IEEE
16 years 22 days ago
Tunnel Vector: A New Routing Algorithm with Scalability
—Routing algorithms such as Distance Vector and Link States have the routing table size as ΩΩΩΩ (n), where n is the number of destination identifiers, thus providing only...
Cheng-Jia Lai, Richard R. Muntz
INFOCOM
2006
IEEE
16 years 22 days ago
Utility-Optimal Medium Access Control: Reverse and Forward Engineering
— This paper analyzes and designs medium access control (MAC) protocols for wireless ad-hoc networks through the network utility maximization (NUM) framework. We first reverse-e...
Jang-Won Lee, Mung Chiang, A. Robert Calderbank
INFOCOM
2006
IEEE
16 years 22 days ago
On the Sensitivity of Online Game Playing Time to Network QoS
Abstract— Online gaming is one of the most profitable businesses on the Internet. Among various threats to continuous player subscriptions, network lags are particularly notorio...
Kuan-Ta Chen, Polly Huang, Guo-Shiuan Wang, Chun-Y...
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