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» Minimization of entropy functionals
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116
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ICML
2008
IEEE
16 years 4 months ago
ManifoldBoost: stagewise function approximation for fully-, semi- and un-supervised learning
We introduce a boosting framework to solve a classification problem with added manifold and ambient regularization costs. It allows for a natural extension of boosting into both s...
Nicolas Loeff, David A. Forsyth, Deepak Ramachandr...
118
Voted
FPGA
1997
ACM
120views FPGA» more  FPGA 1997»
15 years 7 months ago
Partially-Dependent Functional Decomposition with Applications in FPGA Synthesis and Mapping
In this paper, we give a necessary and sufficient condition for the existence of partially-dependent functional decomposition and develop new algorithms to compute such decomposi...
Jason Cong, Yean-Yow Hwang
133
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ASPDAC
2005
ACM
146views Hardware» more  ASPDAC 2005»
15 years 5 months ago
High-level synthesis for DSP applications using heterogeneous functional units
Abstract— This paper addresses high level synthesis for realtime digital signal processing (DSP) architectures using heterogeneous functional units (FUs). For such special purpos...
Zili Shao, Qingfeng Zhuge, Chun Xue, Bin Xiao, Edw...
ICANN
2005
Springer
15 years 9 months ago
Interpolation Mechanism of Functional Networks
In this paper, the interpolation mechanism of functional networks is discussed. A kind of fourlayer (with 1 input and 1 output unit) and a five-layer (with double input and single...
Yong-Quan Zhou, Licheng Jiao
135
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JUCS
2007
120views more  JUCS 2007»
15 years 3 months ago
Compile-time Computation of Polytime Functions
: We investigate the computational power of C++ compilers. In particular, it is known that any partial recursive function can be computed at compile time, using the template mechan...
Emanuele Covino, Giovanni Pani, Daniele Scrimieri