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Igor Aizenberg
Igor Aizenberg
Professor and Chair of the Department of Computer Science, Manhattan College
Correu electrònic verificat a manhattan.edu - Pàgina d'inici
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Multi-valued and universal binary neurons: Theory, learning and applications
I Aizenberg, NN Aizenberg, JPL Vandewalle
Springer Science & Business Media, 2013
3682013
Complex-valued neural networks with multi-valued neurons
I Aizenberg
Springer, 2011
2772011
Multilayer feedforward neural network based on multi-valued neurons (MLMVN) and a backpropagation learning algorithm
I Aizenberg, C Moraga
Soft Computing 11, 169-183, 2007
2552007
CNN based on multi-valued neuron as a model of associative memory for grey scale images
NN Aizenberg, IN Aizenberg
CNNA'92 Proceedings Second International Workshop on Cellular Neural …, 1992
1781992
Blur identification by multilayer neural network based on multivalued neurons
I Aizenberg, DV Paliy, JM Zurada, JT Astola
IEEE Transactions on Neural Networks 19 (5), 883-898, 2008
1772008
Effective impulse detector based on rank-order criteria
I Aizenberg, C Butakoff
IEEE Signal Processing Letters 11 (3), 363-366, 2004
1472004
Multilayer neural network with multi-valued neurons in time series forecasting of oil production
I Aizenberg, L Sheremetov, L Villa-Vargas, J Martinez-Muñoz
Neurocomputing 175, 980-989, 2016
1322016
Impulsive noise removal using threshold Boolean filtering based on the impulse detecting functions
I Aizenberg, C Butakoff, D Paliy
IEEE Signal Processing Letters 12 (1), 63-66, 2004
1002004
Cellular neural networks and computational intelligence in medical image processing
I Aizenberg, N Aizenberg, J Hiltner, C Moraga, EM Zu Bexten
Image and vision computing 19 (4), 177-183, 2001
922001
Frequency domain medianlike filter for periodic and quasi-periodic noise removal
IN Aizenberg, C Butakoff
Image Processing: Algorithms and Systems 4667, 181-191, 2002
842002
A windowed Gaussian notch filter for quasi-periodic noise removal
I Aizenberg, C Butakoff
Image and Vision Computing 26 (10), 1347-1353, 2008
702008
A modified learning algorithm for the multilayer neural network with multi-valued neurons based on the complex QR decomposition
I Aizenberg, A Luchetta, S Manetti
Soft Computing 16, 563-575, 2012
642012
A feedforward neural network based on multi-valued neurons
I Aizenberg, C Moraga, D Paliy
Computational Intelligence, Theory and Applications: International …, 2005
592005
Processing of noisy and small-detailed gray-scale images using cellular neural networks
IN Aizenberg
Journal of Electronic Imaging 6 (3), 272-285, 1997
531997
Type of blur and blur parameters identification using neural network and its application to image restoration
I Aizenberg, T Bregin, C Butakoff, V Karnaukhov, N Merzlyakov, ...
Artificial Neural Networks—ICANN 2002: International Conference Madrid …, 2002
492002
Temporal classification of Drosophila segmentation gene expression patterns by the multi-valued neural recognition method
I Aizenberg, E Myasnikova, M Samsonova, J Reinitz
Mathematical Biosciences 176 (1), 145-159, 2002
462002
Blurred image restoration using the type of blur and blur parameter identification on the neural network
IN Aizenberg, C Butakoff, VN Karnaukhov, NS Merzlyakov, O Milukova
Image Processing: Algorithms and Systems 4667, 460-471, 2002
442002
Periodic activation function and a modified learning algorithm for the multivalued neuron
I Aizenberg
IEEE Transactions on Neural networks 21 (12), 1939-1949, 2010
412010
Image recognition on the neural network based on multi-valued neurons
I Aizenberg, N Aizenberg, C Butakov, E Farberov
Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 …, 2000
412000
Solving the XOR and parity N problems using a single universal binary neuron
I Aizenberg
Soft Computing 12 (3), 215-222, 2008
382008
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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