45 search results - page 5 / 9 » Neural Networks: A Replacement for Gaussian Processes |
ICASSP
2011
IEEE
12 years 11 months ago
2011
IEEE
This paper introduces a new neural network language model (NNLM) based on word clustering to structure the output vocabulary: Structured Output Layer NNLM. This model is able to h...
IJCNN
2006
IEEE
14 years 1 months ago
2006
IEEE
—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 ...
TNN
2011
13 years 2 months ago
2011
Abstract—Most signal processing problems involve the challenging task of multidimensional probability density function (PDF) estimation. In this paper, we propose a solution to t...
LSMS
2007
Springer
14 years 1 months ago
2007
Springer
Understanding how the retina encodes visual information is a key issue for the development of a retinal prosthesis. To study this issue, the neural retina is modeled as a retina mo...
FOCI
2007
IEEE
14 years 2 months ago
2007
IEEE
Abstract— This paper presents a new development of selforganizing maps (SOM), realized by combining them with the idea of a modular network. This we called a modular network SOM ...