Igor Aizenberg
Igor Aizenberg
Professor and Chair of the Department of Computer Science, Manhattan College
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Citata da
Citata da
Multi-valued and universal binary neurons: Theory, learning and applications
I Aizenberg, NN Aizenberg, JPL Vandewalle
Springer Science & Business Media, 2000
Complex-valued neural networks with multi-valued neurons
I Aizenberg
Springer, 2011
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
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
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 Neuralá…, 1992
Effective impulse detector based on rank-order criteria
I Aizenberg, C Butakoff
IEEE Signal Processing Letters 11 (3), 363-366, 2004
Multilayer neural network with multi-valued neurons in time series forecasting of oil production
I Aizenberg, L Sheremetov, L Villa-Vargas, J Martinez-Mu˝oz
Neurocomputing 175, 980-989, 2016
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
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
Frequency domain medianlike filter for periodic and quasi-periodic noise removal
IN Aizenberg, C Butakoff
Image Processing: Algorithms and Systems 4667, 181-191, 2002
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
A windowed Gaussian notch filter for quasi-periodic noise removal
I Aizenberg, C Butakoff
Image and Vision Computing 26 (10), 1347-1353, 2008
A feedforward neural network based on multi-valued neurons
I Aizenberg, C Moraga, D Paliy
Computational Intelligence, Theory and Applications: Internationalá…, 2005
Processing of noisy and small-detailed gray-scale images using cellular neural networks
IN Aizenberg
Journal of Electronic Imaging 6 (3), 272-285, 1997
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, ...
ICANN 2, 1231-1236, 2002
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
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
Periodic activation function and a modified learning algorithm for the multivalued neuron
I Aizenberg
IEEE Transactions on Neural networks 21 (12), 1939-1949, 2010
Solving the XOR and parity N problems using a single universal binary neuron
I Aizenberg
Soft Computing 12 (3), 215-222, 2008
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-2000á…, 2000
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