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CODES
1999
IEEE
13 years 9 months ago
An MPEG-2 decoder case study as a driver for a system level design methodology
We present a case study on the design of a heterogeneous architecture for MPEG-2 video decoding. The primary objective of the case study is the validation of the SPADE methodology...
Pieter van der Wolf, Paul Lieverse, Mudit Goel, Da...
NECO
2006
103views more  NECO 2006»
13 years 5 months ago
Optimal Spike-Timing-Dependent Plasticity for Precise Action Potential Firing in Supervised Learning
In timing-based neural codes, neurons have to emit action potentials at precise moments in time. We use a supervised learning paradigm to derive a synaptic update rule that optimi...
Jean-Pascal Pfister, Taro Toyoizumi, David Barber,...
ICASSP
2011
IEEE
12 years 9 months ago
Denoising of image patches via sparse representations with learned statistical dependencies
We address the problem of denoising for image patches. The approach taken is based on Bayesian modeling of sparse representations, which takes into account dependencies between th...
Tomer Faktor, Yonina C. Eldar, Michael Elad
LREC
2008
123views Education» more  LREC 2008»
13 years 7 months ago
Evaluating Complement-Modifier Distinctions in a Semantically Annotated Corpus
We evaluate the extent to which the distinction between semantically core and non-core dependents as used in the FrameNet corpus corresponds to the traditional distinction between...
Mark McConville, Myroslava Dzikovska
ICML
2007
IEEE
14 years 6 months ago
A dependence maximization view of clustering
We propose a family of clustering algorithms based on the maximization of dependence between the input variables and their cluster labels, as expressed by the Hilbert-Schmidt Inde...
Le Song, Alexander J. Smola, Arthur Gretton, Karst...