Blur Identification by Multilayer Neural Network Based on Multivalued Neurons

A multilayer neural network based on multivalued neurons (MLMVN) is a neural network with a traditional feedforward architecture. At the same time, this network has a number of specific different features. Its backpropagation learning algorithm is derivative-free. The functionality of MLMVN is super...

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Veröffentlicht in:	IEEE transaction on neural networks and learning systems 2008-05, Vol.19 (5), p.883-898
Hauptverfasser:	Aizenberg, I., Paliy, D.V., Zurada, J.M., Astola, J.T.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive optics Algorithms Applied sciences Artificial Intelligence Blind deconvolution complex-valued neuron Computer science control theory systems Connectionism. Neural networks derivative-free learning Exact sciences and technology Feedback feedforward network Feedforward neural networks Image Processing, Computer-Assisted Image restoration Multi-layer neural network multivalued neuron Neural networks Neural Networks (Computer) Neurons Neurons - physiology Normal Distribution Optical distortion Optical filters Optical network units Optical signal processing Pattern recognition. Digital image processing. Computational geometry
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