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101
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ICASSP
2010
IEEE
15 years 28 days ago
Phone recognition using Restricted Boltzmann Machines
For decades, Hidden Markov Models (HMMs) have been the state-of-the-art technique for acoustic modeling despite their unrealistic independence assumptions and the very limited rep...
Abdel-rahman Mohamed, Geoffrey E. Hinton
125
Voted
GECCO
2010
Springer
225views Optimization» more  GECCO 2010»
15 years 28 days ago
Comparison of NEWUOA with different numbers of interpolation points on the BBOB noiseless testbed
In this paper, we study the performances of the NEW Unconstrained Optimization Algorithm (NEWUOA) with different numbers of interpolation points. NEWUOA is a trust region method, ...
Raymond Ros
ICANN
2010
Springer
15 years 28 days ago
Solving Independent Component Analysis Contrast Functions with Particle Swarm Optimization
Independent Component Analysis (ICA) is a statistical computation method that transforms a random vector in another one whose components are independent. Because the marginal distr...
Jorge Igual, Jehad I. Ababneh, Raul Llinares, Juli...
95
Voted
COGSCI
2010
160views more  COGSCI 2010»
15 years 26 days ago
Comprehension of Simple Quantifiers: Empirical Evaluation of a Computational Model
We examine the verification of simple quantifiers in natural language from a computational model perspective. We refer to previous neuropsychological investigations of the same pr...
Jakub Szymanik, Marcin Zajenkowski
101
Voted
CORR
2010
Springer
111views Education» more  CORR 2010»
15 years 25 days ago
Coordination and Bargaining over the Gaussian Interference Channel
This work considers coordination and bargaining between two selfish users over a Gaussian interference channel using game theory. The usual information theoretic approach assumes f...
Xi Liu, Elza Erkip