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» A Study on Initialization for BP Networks
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SUTC
2010
IEEE
14 years 14 days ago
Data Caching in Ad Hoc Networks Using Game-Theoretic Analysis
— Extensive research has been performed to study selfish data caching in ad hoc networks using game-theoretic analysis. However, due to the caching problem’s theoretical root ...
Yutian Chen, Bin Tang
JMLR
2010
151views more  JMLR 2010»
13 years 3 months ago
Understanding the difficulty of training deep feedforward neural networks
Whereas before 2006 it appears that deep multilayer neural networks were not successfully trained, since then several algorithms have been shown to successfully train them, with e...
Xavier Glorot, Yoshua Bengio
BMCBI
2007
113views more  BMCBI 2007»
13 years 8 months ago
Analysis and prediction of antibacterial peptides
Background: Antibacterial peptides are important components of the innate immune system, used by the host to protect itself from different types of pathogenic bacteria. Over the l...
Sneh Lata, B. K. Sharma, G. P. S. Raghava
HOTNETS
2010
13 years 3 months ago
Next generation on-chip networks: what kind of congestion control do we need?
In this paper, we present network-on-chip (NoC) design and contrast it to traditional network design, highlighting core differences between NoCs and traditional networks. As an in...
George Nychis, Chris Fallin, Thomas Moscibroda, On...
IPL
2000
76views more  IPL 2000»
13 years 8 months ago
Deterministic small-world communication networks
Many real life networks, including the World Wide Web, electric power grids, and social networks, are small-world networks. The two distinguishing characteristics of small-world n...
Francesc Comellas, Javier Ozón, Joseph G. P...