Sciweavers

2924 search results - page 393 / 585
» On the Use of Evidence in Neural Networks
Sort
View
IWANN
2007
Springer
16 years 21 days ago
Non-parametric Residual Variance Estimation in Supervised Learning
The residual variance estimation problem is well-known in statistics and machine learning with many applications for example in the field of nonlinear modelling. In this paper, we...
Elia Liitiäinen, Amaury Lendasse, Francesco C...
IWANN
2007
Springer
16 years 21 days ago
Design Improvements for Proportional Control of Autonomous Wheelchairs Via 3DOF Orientation Tracker
This paper presents a three degrees of freedom orientation tracker as suitable controlling equipment for an automated wheelchair. Mounted at the back of an operator’s head by the...
Christian Mandel, Udo Frese, Thomas Röfer
IJCNN
2006
IEEE
16 years 18 days ago
Correntropy: A Localized Similarity Measure
—The measure of similarity normally utilized in statistical signal processing is based on second order moments. In this paper, we reveal the probabilistic meaning of correntropy ...
Weifeng Liu, Puskal P. Pokharel, Jose C. Principe
IJCNN
2006
IEEE
16 years 18 days ago
Rao-Blackwellized Particle Filtering for Sequential Speech Enhancement
— In this paper we present a method of sequential speech enhancement, where we infer clean speech signal using a Rao-Blackwellized particle filter (RBPF), given a noisecontamina...
Sunho Park, Seungjin Choi
ECAL
2005
Springer
16 years 2 days ago
Measuring Diversity in Populations Employing Cultural Learning in Dynamic Environments
Abstract. This paper examines the effect of cultural learning on a population of neural networks. We compare the genotypic and phenotypic diversity of populations employing only p...
Dara Curran, Colm O'Riordan