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IJON
2002
103views more  IJON 2002»
15 years 5 months ago
RBF networks training using a dual extended Kalman filter
: A new supervised learning procedure for training RBF networks is proposed. It uses a pair of parallel running Kalman filters to sequentially update both the output weights and th...
Iulian B. Ciocoiu
IJON
2002
65views more  IJON 2002»
15 years 5 months ago
Recognizing the gist of a visual scene: possible perceptual and neural mechanisms
We try to understand the basics of human image processing from a gist recognition per-7 spective. Because the gist is only a subset of the image's information, we think that ...
Christoph Rasche, Christof Koch
IJON
2002
71views more  IJON 2002»
15 years 5 months ago
Generation of the respiratory rhythm: state-dependency and switching
Two alternative concepts have been o ered to explain the neural mechanisms responsible for the generation of the respiratory motor pattern in the brainstem: a network paradigm and...
Ilya A. Rybak, Julian F. R. Paton, R. F. Rogers, W...
IJON
2002
85views more  IJON 2002»
15 years 5 months ago
Independent components of natural images under variable compression rate
A generalized ICA model allowing overcomplete bases and additive noises in the observables is applied to natural image data. It is well known that such a model produces independen...
Akio Utsugi
IJON
2002
219views more  IJON 2002»
15 years 5 months ago
NEURObjects: an object-oriented library for neural network development
NEURObjects is a set of C++ library classes for neural network development, exploiting the potentialities of object-oriented design and programming. The main goal of the library c...
Giorgio Valentini, Francesco Masulli