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ESANN
2001
13 years 7 months ago
Matching analogue hardware with applications using the Products of Experts algorithm
Probabilistic algorithms o er a means of computing that works with the grain of analogue hardware, rather than against it. This paper proposes the use of such an algorithm in appli...
Patrice Fleury, Robin Woodburn, Alan F. Murray
ESANN
2004
13 years 7 months ago
Neural Hardware: beyond ones and zeros
An overview of research on the implementation of neural systems is presented in this paper. We focus on implementations where the algorithms and their physical support are tightly ...
Patrice Fleury, Adria Bofill-i-Petit, Alan F. Murr...
DCC
2008
IEEE
14 years 5 months ago
Probabilistic algorithm for finding roots of linearized polynomials
A probabilistic algorithm is presented for finding a basis of the root space of a linearized polynomial L(x) = t i=0 Lixqi over Fqn . The expected time complexity of the presented ...
Vitaly Skachek, Ron M. Roth
ICCV
2007
IEEE
14 years 8 months ago
Non-Parametric Probabilistic Image Segmentation
We propose a simple probabilistic generative model for image segmentation. Like other probabilistic algorithms (such as EM on a Mixture of Gaussians) the proposed model is princip...
Marco Andreetto, Lihi Zelnik-Manor, Pietro Perona