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» Neural networks: Algorithms and applications
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CISS
2008
IEEE
16 years 16 days ago
Reconstruction of compressively sensed images via neurally plausible local competitive algorithms
Abstract—We develop neurally plausible local competitive algorithms (LCAs) for reconstructing compressively sensed images. Reconstruction requires solving a sparse approximation ...
Robert L. Ortman, Christopher J. Rozell, Don H. Jo...
EUSFLAT
2003
130views Fuzzy Logic» more  EUSFLAT 2003»
15 years 7 months ago
Resource-allocating probabilistic neuro-fuzzy network
In this paper, an architecture of a resourceallocating learning probabilistic neural network is considered. Construction and learning algorithms are proposed. The advantages of th...
Yevgeniy Bodyanskiy, Yevgen Gorshkov, Vitaliy Kolo...
NPL
2002
103views more  NPL 2002»
15 years 5 months ago
Emergence of Orienting Behavior in Ecological Neural Networks
Weinvestigatedthe emergenceoforientingbehavior in arti
Paolo Bartolomeo, Luigi Pagliarini, Domenico Paris...
ENGL
2007
89views more  ENGL 2007»
15 years 6 months ago
Similarity-based Heterogeneous Neural Networks
This research introduces a general class of functions serving as generalized neuron models to be used in artificial neural networks. They are cast in the common framework of comp...
Lluís A. Belanche Muñoz, Julio Jose ...
ESANN
2004
15 years 7 months ago
Dynamic functional-link neural networks genetically evolved applied to system identification
: The contribution concerns the design of a generalised functional-link neural network with internal dynamics and its applicability to system identification by means of multi-input...
Teodor Marcu, Birgit Köppen-Seliger