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ICANN
2005
Springer
13 years 10 months ago
Robust Structural Modeling and Outlier Detection with GMDH-Type Polynomial Neural Networks
Abstract. The paper presents a new version of a GMDH type algorithm able to perform an automatic model structure synthesis, robust model parameter estimation and model validation i...
Tatyana I. Aksenova, Vladimir Volkovich, Alessandr...
OSDI
2008
ACM
14 years 5 months ago
HiLighter: Automatically Building Robust Signatures of Performance Behavior for Small- and Large-Scale Systems
Previous work showed that statistical analysis techniques could successfully be used to construct compact signatures of distinct operational problems in Internet server systems. B...
Armando Fox, Moisés Goldszmidt, Peter Bod&i...
LCTRTS
2007
Springer
13 years 11 months ago
Interface synthesis for heterogeneous multi-core systems from transaction level models
This paper presents a tool for automatic synthesis of RTL interfaces for heterogeneous MPSoC from transaction level models (TLMs). The tool captures the communication parameters i...
Hansu Cho, Samar Abdi, Daniel Gajski
CODES
2006
IEEE
13 years 11 months ago
Automatic generation of transaction level models for rapid design space exploration
Transaction-level modeling has been touted to improve simulation performance and modeling efficiency for early design space exploration. But no tools are available to generate suc...
Dongwan Shin, Andreas Gerstlauer, Junyu Peng, Rain...
ICIP
2009
IEEE
13 years 3 months ago
An automatic Structure-Aware image extrapolation applied to error concealment
A novel framework for spatially estimating unknown image data is presented. Common applications include inpainting, concealment of transmission errors, prediction in video coding,...
Haricharan Lakshman, Patrick Ndjiki-Nya, Martin K&...