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111
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ANOR
2010
15 years 3 months ago
2010
Abstract Irregularities are widespread in large databases and often lead to erroneous conclusions with respect to data mining and statistical analysis. For example, considerable bi...
124
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
124
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MAM
2006
15 years 3 months ago
2006
This paper presents a new design methodology able to bridge the gap between an abstract specification and a heterogeneous recone architecture. The EPICURE contribution is the resu...
123
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CCR
2004
15 years 2 months ago
2004
This paper emphasizes the need for methodological frameworks for analysis and design of large scale networks which are independent of specific design innovations and their advocac...
146
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NECO
1998
15 years 2 months ago
1998
three different levels of abstraction: detailed models including ctivity dynamics, weight dynamics that abstract from the neural activity dynamics by an adiabatic approximation, an...