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IJCNN
2006
IEEE
16 years 12 days ago
Nonlinear Component Analysis Based on Correntropy
Abstract— In this paper, we propose a new nonlinear principal component analysis based on a generalized correlation function which we call correntropy. The data is nonlinearly tr...
Jian-Wu Xu, Puskal P. Pokharel, António R. ...
IJCNN
2006
IEEE
16 years 12 days ago
Patterns, Hypergraphs and Embodied General Intelligence
—It is proposed that the creation of Artificial General Intelligence (AGI) at the human level and ultimately beyond is a problem addressable via integrating computer science algo...
Ben Goertzel
INFOCOM
2005
IEEE
15 years 12 months ago
Understanding XCP: equilibrium and fairness
— We prove that the XCP equilibrium solves a constrained max-min fairness problem by identifying it with the unique solution of a hierarchy of optimization problems, namely those...
Steven H. Low, Lachlan L. H. Andrew, Bartek P. Wyd...
EMSOFT
2005
Springer
15 years 12 months ago
SHIM: a deterministic model for heterogeneous embedded systems
— Typical embedded hardware/software systems are implemented using a combination of C and an HDL such as Verilog. While each is well-behaved in isolation, combining the two gives...
Stephen A. Edwards, Olivier Tardieu
GCC
2005
Springer
15 years 12 months ago
Exploiting the Heterogeneity in Structured Peer-to-Peer Systems
The structured peer-to-peer system, which is based on the distributed hash table, offers an administration-free and fault-tolerant application-level overlay network. However, a ra...
Tongqing Qiu, Guihai Chen