Igor N. Aizenberg

79 papers B 14C 4Misc 4Journal 21Unranked 35
YearRankTypeTitle / Venue / Authors
2024 J jnl
Frequency-Domain and Spatial-Domain MLMVN-Based Convolutional Neural Networks.
Algorithms
Igor N. Aizenberg, Alexander Vasko
2022 — conf
A Convolutional Neural Network with Multi-Valued Neurons: a Modified Learning Algorithm and Analysis of Performance.
UEMCON
Igor N. Aizenberg, Joshua Herman, Alexander Vasko
2022 B conf
Classification of Power Quality disturbances using Multi-Valued Neural Networks and Convolutional Neural Networks.
IJCNN
Marco Bindi, Carlos Iturrino Garcia, Antonio Luchetta, Francesco Grasso, Maria Cristina Piccirilli, Libero Paolucci, Igor N. Aizenberg
2022 J jnl
Machine Learning-Based Monitoring of DC-DC Converters in Photovoltaic Applications.
Algorithms
Marco Bindi, Fabio Corti, Igor N. Aizenberg, Francesco Grasso, Gabriele Maria Lozito, Antonio Luchetta, Maria Cristina Piccirilli, Alberto Reatti
2020 — conf
Convolutional Neural Network with Multi-Valued Neurons.
DSMP
Igor N. Aizenberg, Alexander Vasko
2020 B conf
Impulse Noise Filtering using MLMVN.
IJCNN
Olivia Keohane, Igor N. Aizenberg
2020 — conf
MLMVN in Speckle Noise Filtering.
DSMP
Igor N. Aizenberg, Olivia Keohane, Alejandro Lara
2019 J jnl
A MLMVN with Arbitrary Complex-Valued Inputs and a Hybrid Testability Approach for the Extraction of Lumped Models Using FRA.
J. Artif. Intell. Soft Comput. Res.
Igor N. Aizenberg, Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli
2019 — conf
Testability Analysis in Neural Network Based Fault Diagnosis of DC-DC Converter.
RTSI
Igor N. Aizenberg, Marco Bindi, Francesco Grasso, Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli
2018 C conf
A multi-step approach to the single fault diagnosis of DC-DC switched power converters.
ISCAS
Igor N. Aizenberg, Fabio Corti, Francesco Grasso, Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli, Alberto Reatti, Marian K. Kazimierczuk
2018 — conf
Analysis of EEG Using Multilayer Neural Network with Multi-Valued Neurons.
DSMP
Igor N. Aizenberg, Zain Khaliq
2018 — conf
Cloud Datacenter Workload Prediction Using Complex-Valued Neural Networks.
DSMP
Igor N. Aizenberg, Kashifuddin Qazi
2018 B conf
Image Recognition using MLMVN and Frequency Domain Features.
IJCNN
Igor N. Aizenberg, Alexander Gonzalez
2018 — conf
Towards Quantum Computing Algorithms for Datacenter Workload Predictions.
IEEE CLOUD
Kashifuddin Qazi, Igor N. Aizenberg
2017 B conf
MLMVN as an intelligent image filter.
IJCNN
Igor N. Aizenberg, Alan Ordukhanov, Fionntan O'Boy
2016 B conf
GPU simulator of multilayer neural network based on multi-valued neurons.
IJCNN
Christian Hacker, Igor N. Aizenberg, Jeffrey Wilson
2016 — conf
Intelligent Image Filtering using Multilayer Neural Network with Multi-Valued Neurons.
Image Processing: Algorithms and Systems
Igor N. Aizenberg
2016 J jnl
Multilayer Neural Network with Multi-Valued Neurons in time series forecasting of oil production.
Neurocomputing
Igor N. Aizenberg, Leonid Sheremetov, Luis A. Villa-Vargas, Jorge Martínez Muñoz
2016 B conf
System identification using FRA and a modified MLMVN with arbitrary complex-valued inputs.
IJCNN
Igor N. Aizenberg, Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli
2014 C conf
Batch linear least squares-based learning algorithm for MLMVN with soft margins.
CIDM
Evgeni Aizenberg, Igor N. Aizenberg
2014 J jnl
Guest Editorial Special Issue on Complex- and Hypercomplex-Valued Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Akira Hirose, Igor N. Aizenberg, Danilo P. Mandic
2014 J jnl
MLMVN With Soft Margins Learning.
IEEE Trans. Neural Networks Learn. Syst.
Igor N. Aizenberg
2014 — conf
Multilayer Neural Network with Multi-Valued Neurons in Time Series Forecasting of Oil Production.
MCPR
Igor N. Aizenberg, Leonid Sheremetov, Luis A. Villa-Vargas
2013 B conf
A modified error-correction learning rule for multilayer neural network with multi-valued neurons.
IJCNN
Igor N. Aizenberg
2013 J jnl
Hebbian and error-correction learning for complex-valued neurons.
Soft Comput.
Igor N. Aizenberg
2012 J jnl
A modified learning algorithm for the multilayer neural network with multi-valued neurons based on the complex QR decomposition.
Soft Comput.
Igor N. Aizenberg, Antonio Luchetta, Stefano Manetti
2012 — conf
Intelligent detection of impulse noise using multilayer neural network with multi-valued neurons.
Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications
Igor N. Aizenberg, Glen Wallace
2011 B conf
Classification of blurred textures using multilayer neural network based on multi-valued neurons.
IJCNN
Igor N. Aizenberg, Jacob Jackson, Shane Alexander
2011 — book
Complex-Valued Neural Networks with Multi-Valued Neurons
Igor N. Aizenberg
2011 — conf
Intelligent edge enhancement using multilayer neural network based on multi-valued neurons.
Image Processing: Algorithms and Systems
Igor N. Aizenberg, Shane Alexander, Jacob Jackson, Thomas Neal, Jeffrey Wilson, Kristi Kendrick
2011 — conf
Multi-Valued Neurons: Hebbian and Error-Correction Learning.
IWANN (1)
Igor N. Aizenberg
2011 — conf
Recognition of Blurred Images Using Multilayer Neural Network Based on Multi-valued Neurons.
ISMVL
Igor N. Aizenberg, Shane Alexander, Jacob Jackson
2010 — conf
Complex-Valued Neurons with Phase-Dependent Activation Functions.
ICAISC (2)
Igor N. Aizenberg
2010 B conf
Learning nonlinearly separable mod k addition problem using a single multi-valued neuron with a periodic activation function.
IJCNN
Igor N. Aizenberg, Matthew Caudill, Jacob Jackson, Shane Alexander
2010 — conf
Learning of the Non-threshold Functions of Multiple-Valued Logic by a Single Multi-valued Neuron with a Periodic Activation Function.
ISMVL
Igor N. Aizenberg
2010 J jnl
Periodic Activation Function and a Modified Learning Algorithm for the Multivalued Neuron.
IEEE Trans. Neural Networks
Igor N. Aizenberg
2009 C conf
A Multi-valued Neuron with a Periodic Activation Function.
IJCCI
Igor N. Aizenberg
2008 J jnl
A windowed Gaussian notch filter for quasi-periodic noise removal.
Image Vis. Comput.
Igor N. Aizenberg, Constantine Butakoff
2008 J jnl
Blur Identification by Multilayer Neural Network Based on Multivalued Neurons.
IEEE Trans. Neural Networks
Igor N. Aizenberg, Dmitriy Paliy, Jacek M. Zurada, Jaakko Astola
2008 — conf
Soft Computing Methods for Prediction of Replication Origins in Caudoviruses.
ISMVL
Raul Cruz-Cano, Igor N. Aizenberg
2008 J jnl
Solving the XOR and parity
Soft Comput.
Igor N. Aizenberg
2007 Misc conf
Fully Coupled and Feedforward Neural Networks with Complex-Valued Neurons.
IDC
Jacek M. Zurada, Igor N. Aizenberg
2007 J jnl
Multilayer Feedforward Neural Network Based on Multi-valued Neurons (MLMVN) and a Backpropagation Learning Algorithm.
Soft Comput.
Igor N. Aizenberg, Claudio Moraga
2007 — conf
Solving Selected Classification Problems in Bioinformatics Using Multilayer Neural Network Based on Multi-Valued Neurons (MLMVN).
ICANN (1)
Igor N. Aizenberg, Jacek M. Zurada
2007 J jnl
The Genetic Code as a Function of Multiple-Valued Logic Over the Field of Complex Numbers and its Learning using Multilayer Neural Network Based on Multi-Valued Neurons.
J. Multiple Valued Log. Soft Comput.
Igor N. Aizenberg, Claudio Moraga
2007 — conf
The Genetic Code as a Multiple-Valued Function and Its Implementation Using Multilayer Neural Network Based on Multi-Valued Neurons.
ISMVL
Igor N. Aizenberg, Claudio Moraga
2006 J jnl
Discrete Generalized Fresnel Functions and Transforms in an Arbitrary Discrete Basis.
IEEE Trans. Signal Process.
Igor N. Aizenberg, Jaakko T. Astola
2006 B conf
Multilayer Neural Network based on Multi-Valued Neurons and the Blur Identification Problem.
IJCNN
Igor N. Aizenberg, Dmitriy Paliy, Jaakko Astola
2005 J jnl
Impulsive noise removal using threshold Boolean filtering based on the impulse detecting functions.
IEEE Signal Process. Lett.
Igor N. Aizenberg, Constantine Butakoff, Dmitriy Paliy
2004 — conf
A Feedforward Neural Network based on Multi-Valued Neurons.
Fuzzy Days
Igor N. Aizenberg, Claudio Moraga, Dmitriy Paliy
2004 J jnl
Effective impulse detector based on rank-order criteria.
IEEE Signal Process. Lett.
Igor N. Aizenberg, Constantine Butakoff
2003 — conf
Detectors of the impulsive noise and new effective filters for the impulsive noise reduction.
Image Processing: Algorithms and Systems
Igor N. Aizenberg, Jaakko T. Astola, Taras Bregin, Constantine Butakoff, Karen O. Egiazarian, Dmitriy Paliy
2003 — conf
Effective detection and elimination of impulsive noise with a minimal image smoothing.
ICIP (3)
Igor N. Aizenberg, Jaakko Astola, Constantine Butakoff, Karen O. Egiazarian, Dmitriy Paliy
2003 J jnl
Image processing using cellular neural networks based on multi-valued and universal binary neurons.
J. VLSI Signal Process.
Igor N. Aizenberg, Constantine Butakoff
2002 — conf
Blurred image restoration using the type of blur and blur parameter identification on the neural network.
Image Processing: Algorithms and Systems
Igor N. Aizenberg, Constantine Butakoff, Victor N. Karnaukhov, Nickolay S. Merzlyakov, Olga Milukova
2002 — conf
Frequency domain medianlike filter for periodic and quasi-periodic noise removal.
Image Processing: Algorithms and Systems
Igor N. Aizenberg, Constantine Butakoff
2002 J jnl
Image processing using cellular neural networks based on multi-valued and universal binary neurons.
J. VLSI Signal Process.
Igor N. Aizenberg, Constantine Butakoff
2002 — conf
Method for impulsive noise detection and its applications to the improvement of impulsive noise-filtering algorithms.
Image Processing: Algorithms and Systems
Igor N. Aizenberg, Taras Bregin, Dmitriy Paliy
2002 C conf
Type of Blur and Blur Parameters Identification Using Neural Network and Its Application to Image Restoration.
ICANN
Igor N. Aizenberg, Taras Bregin, Constantine Butakoff, Victor N. Karnaukhov, Nickolay S. Merzlyakov, Olga Milukova
2001 — conf
Application of the Neural Networks Based on Multi-valued Neurons to Classification of the Images of Gene Expression Patterns.
Fuzzy Days
Igor N. Aizenberg, Ekaterina M. Myasnikova, Maria Samsonova, John Reinitz
2001 J jnl
Cellular neural networks and computational intelligence in medical image processing.
Image Vis. Comput.
Igor N. Aizenberg, Naum N. Aizenberg, Jens Hiltner, Claudio Moraga, Erdmuthe Meyer zu Bexten
2001 — conf
Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons.
IWANN (2)
Igor N. Aizenberg, Ekaterina M. Myasnikova, Maria Samsonova
2001 — conf
Multi-valued and Universal Binary Neurons: New Applications in Intelligent Image Processing.
Fuzzy Days
Igor N. Aizenberg
2001 — conf
Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification.
IWANN (2)
Igor N. Aizenberg, Naum N. Aizenberg, Constantine Butakoff
2000 B conf
Image Recognition on the Neural Network Based on Multi-Valued Neurons.
ICPR
Igor N. Aizenberg, Naum N. Aizenberg, Constantine Butakoff, Elya Farberov
2000 — conf
New applications of the nonlinear cellular neural filters in image processing.
Electronic Imaging: Nonlinear Image Processing
Igor N. Aizenberg, Naum N. Aizenberg, Jaakko T. Astola, Taras Bregin, Constantine Butakov, Karen O. Egiazarian
1999 — conf
Multi-valued and Universal Binary Neurons: Learning Algorithms, Application to Image Processing and Recognition.
MLDM
Igor N. Aizenberg, Naum N. Aizenberg, Georgy A. Krivosheev
1999 — conf
Neural Networks Based on Multi-valued and Universal Binary Neurons: Theory, Application to Image Processing and Recognition.
Fuzzy Days
Igor N. Aizenberg
1999 — conf
Nonlinear cellular neural filtering for noise reduction and extraction of image details.
Electronic Imaging: Nonlinear Image Processing
Igor N. Aizenberg, Naum N. Aizenberg, Sos S. Agaian, Jaakko T. Astola, Karen O. Egiazarian
1999 — conf
Pattern Recognition Using Neural Based on Multi-valued Neurons.
IWANN (2)
Igor N. Aizenberg, Naum N. Aizenberg
1998 B conf
Medical image processing using neural networks based on multivalued and universal binary neurons.
Image Processing
Igor N. Aizenberg, Naum N. Aizenberg, Eugene S. Gotko, Vladimir A. Sochka
1998 — conf
Solution of the super-resolution problem through extrapolation of the orthogonal spectra using multi-valued neural technique.
EUSIPCO
Igor N. Aizenberg, Naum N. Aizenberg, Jaakko Astola, Karen O. Egiazarian
1998 — conf
Transform Domain Denoising using Nonlinear Filtering and Cellular Neural Networks.
ICIP (2)
Rusen Öktem, Karen O. Egiazarian, Igor N. Aizenberg, Naum N. Aizenberg
1998 B conf
Ultrasound medical image processing using cellular neural networks.
ESANN
Igor N. Aizenberg, Naum N. Aizenberg, Eugene S. Gotko, Joos Vandewalle
1997 J jnl
Processing of noisy and small-detailed gray-scale images using cellular neural networks.
J. Electronic Imaging
Igor N. Aizenberg
1997 Misc conf
Universal Binary and Multi-values Neurons Paradigm: Conception, Learning, Applications.
IWANN
Naum N. Aizenberg, Igor N. Aizenberg
1996 B conf
Multi-valued and universal binary neurons: mathematical model, learning, networks, application to image processing and pattern recognition.
ICPR
Naum N. Aizenberg, Igor N. Aizenberg, Georgy A. Krivosheev
1995 Misc conf
Multi-Valued Neurons: Learning, Networks, Application to Image Recognition and Extrapolation of Temporal Series.
IWANN
Naum N. Aizenberg, Igor N. Aizenberg, Georgy A. Krivosheev
1993 Misc conf
Fast-Convergence Learning Algorithms for Multi-Level and Binary Neurons and Solution of Some Image Processing Problems.
IWANN
Naum N. Aizenberg, Igor N. Aizenberg