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Nonlinear tracking in a diffusion process with a Bayesian filter and the finite element method
TLDR
A new approach to nonlinear state estimation and object tracking from indirect observations of a continuous time process is examined. Expand
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Recurrent Networks: Second Order Properties and Pruning
TLDR
We show that recurrent networks can construct an efficient internal memory. Expand
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Full-wavefield marine survey design using all multiples
TLDR
We have extended the existing focal beam analysis method to analyze marine streamer geometries with and without using all multiples. Expand
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Modeling scattering effects from time-varying sea surface based on acoustic reciprocity
In marine seismic processing, the sea surface is often considered as a flat mirror; hence, the effects of different weather conditions during the acquisition are largely ignored. However, studiesExpand
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Neural classifier construction using regularization, pruning and test error estimation
TLDR
In this paper we propose a method for construction of feed-forward neural classifiers based on regularization and adaptive architectures based on a modified form of the entropic error measure. Expand
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Pruning with generalization based weight saliencies: gamma-OBD, gamma-OBS
TLDR
In one embodiment, the present invention is concerned with novel xanthene compounds selected from those of the formulae and wherein each R1 the same or different is alkyl, each R2 is an electron-withdrawing group having a positive sigma value greater than 0.6, X is an anion, n is 0 or 1 and A is an aion. Expand
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Multilingual text-to-phoneme mapping
TLDR
This paper introduces a novel approach for generating multilingual text-to-phoneme mappings for use in multilingual speech recognition systems. Expand
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A full wavefield approach to marine survey planning
Abstract Conventional processing of 3D marine seismic data based on primary reflections can suffer from strong acquisition related footprint. The problem manifests as gaps in the data because theExpand
Second-order Methods in Boltzmann Learning: an Application to Speechreading
We introduce second-order methods for training and pruning of general Boltzmann networks trained with cross-entropy error. In particular, we derive the second derivatives for the entropic costExpand
Marine survey design and analysis using all multiples
Despite a tremendous leap in efficiency and wave field sampling over the last two decades, it is sometimes still difficult to achieve adequate coverage and resolution with marine streamerExpand
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