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188
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BIBE
2008
IEEE
16 years 1 months ago
2008
IEEE
: If we consider the regulatory networks used in systems biology (especially in neural and genetic networks), we observe certain regularities in their architecture, namely the occu...
168
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FOCI
2007
IEEE
16 years 1 months ago
2007
IEEE
Abstract— This paper presents a new development of selforganizing maps (SOM), realized by combining them with the idea of a modular network. This we called a modular network SOM ...
156
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ICANN
2005
Springer
16 years 7 days ago
2005
Springer
Two recently proposed approaches to recognize temporal patterns have been proposed by J¨ager with the so called Echo State Network (ESN) and by Maass with the so called Liquid Sta...
172
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ISNN
2005
Springer
16 years 6 days ago
2005
Springer
As a crucial issue in computer network security, anomaly detection is receiving more and more attention from both application and theoretical point of view. In this paper, a novel ...
171
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NIPS
1997
15 years 8 months ago
1997
We address the problem of learning structure in nonlinear Markov networks with continuous variables. This can be viewed as non-Gaussian multidimensional density estimation exploit...