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ICA
2010
Springer
13 years 8 months ago
Binary Sparse Coding
We study a sparse coding learning algorithm that allows for a simultaneous learning of the data sparseness and the basis functions. The algorithm is derived based on a generative m...
Marc Henniges, Gervasio Puertas, Jörg Bornsch...
ICASSP
2009
IEEE
14 years 2 months ago
Sparse decomposition of mixed audio signals by basis pursuit with autoregressive models
We develop a framework to detect when certain sounds are present in a mixed audio signal. We focus on the regime where out of a large number of possible sounds, a small but unknow...
Youngmin Cho, Lawrence K. Saul
CSREAESA
2006
13 years 9 months ago
Delay-Reduced Combinational Logic Synthesis using Multiplexers
- This paper presents an approach to obtain reduced hardware and/or delay for synthesizing logic functions using multiplexers. Replication of single control line multiplexer is use...
Rekha K. James, T. K. Shahana, K. Poulose Jacob, S...
ISMVL
2002
IEEE
82views Hardware» more  ISMVL 2002»
14 years 12 days ago
Representations of Logic Functions Using QRMDDs
This paper considers quasi-reduced multi-valued decision diagrams with bits (QRMDD( )s) to represent twovalued logic functions. It shows relations between the numbers of nodes in ...
Shinobu Nagayama, Tsutomu Sasao, Yukihiro Iguchi, ...
CISS
2008
IEEE
14 years 1 months ago
On sparse representations of linear operators and the approximation of matrix products
—Thus far, sparse representations have been exploited largely in the context of robustly estimating functions in a noisy environment from a few measurements. In this context, the...
Mohamed-Ali Belabbas, Patrick J. Wolfe