| 2022 | IJCNN | Classification of Power Quality disturbances using Multi-Valued Neural Networks and Convolutional Neural Networks. | Marco Bindi, Carlos Iturrino Garcia, Antonio Luchetta, Francesco Grasso, Maria Cristina Piccirilli, Libero Paolucci, Igor N. Aizenberg |
| 2020 | IJCNN | Impulse Noise Filtering using MLMVN. | Olivia Keohane, Igor N. Aizenberg |
| 2018 | IJCNN | Image Recognition using MLMVN and Frequency Domain Features. | Igor N. Aizenberg, Alexander Gonzalez |
| 2018 | ISCAS | A multi-step approach to the single fault diagnosis of DC-DC switched power converters. | Igor N. Aizenberg, Fabio Corti, Francesco Grasso, Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli, Alberto Reatti, Marian K. Kazimierczuk |
| 2017 | IJCNN | MLMVN as an intelligent image filter. | Igor N. Aizenberg, Alan Ordukhanov, Fionntan O'Boy |
| 2016 | IJCNN | System identification using FRA and a modified MLMVN with arbitrary complex-valued inputs. | Igor N. Aizenberg, Antonio Luchetta, Stefano Manetti, Maria Cristina Piccirilli |
| 2016 | IJCNN | GPU simulator of multilayer neural network based on multi-valued neurons. | Christian Hacker, Igor N. Aizenberg, Jeffrey Wilson |
| 2016 | IPAS | Intelligent Image Filtering using Multilayer Neural Network with Multi-Valued Neurons. | Igor N. Aizenberg |
| 2014 | CIDM | Batch linear least squares-based learning algorithm for MLMVN with soft margins. | Evgeni Aizenberg, Igor N. Aizenberg |
| 2013 | IJCNN | A modified error-correction learning rule for multilayer neural network with multi-valued neurons. | Igor N. Aizenberg |
| 2012 | IPAS | Intelligent detection of impulse noise using multilayer neural network with multi-valued neurons. | Igor N. Aizenberg, Glen Wallace |
| 2011 | IJCNN | Classification of blurred textures using multilayer neural network based on multi-valued neurons. | Igor N. Aizenberg, Jacob Jackson, Shane Alexander |
| 2011 | IPAS | Intelligent edge enhancement using multilayer neural network based on multi-valued neurons. | Igor N. Aizenberg, Shane Alexander, Jacob Jackson, Thomas Neal, Jeffrey Wilson, Kristi Kendrick |
| 2011 | IWANN | Multi-Valued Neurons: Hebbian and Error-Correction Learning. | Igor N. Aizenberg |
| 2010 | ICAISC | Complex-Valued Neurons with Phase-Dependent Activation Functions. | Igor N. Aizenberg |
| 2010 | IJCNN | Learning nonlinearly separable mod k addition problem using a single multi-valued neuron with a periodic activation function. | Igor N. Aizenberg, Matthew Caudill, Jacob Jackson, Shane Alexander |
| 2009 | IJCCI | A Multi-valued Neuron with a Periodic Activation Function. | Igor N. Aizenberg |
| 2007 | ICANN | Solving Selected Classification Problems in Bioinformatics Using Multilayer Neural Network Based on Multi-Valued Neurons (MLMVN). | Igor N. Aizenberg, Jacek M. Zurada |
| 2007 | IDC | Fully Coupled and Feedforward Neural Networks with Complex-Valued Neurons. | Jacek M. Zurada, Igor N. Aizenberg |
| 2006 | IJCNN | Multilayer Neural Network based on Multi-Valued Neurons and the Blur Identification Problem. | Igor N. Aizenberg, Dmitriy Paliy, Jaakko Astola |
| 2003 | ICIP | Effective detection and elimination of impulsive noise with a minimal image smoothing. | Igor N. Aizenberg, Jaakko Astola, Constantine Butakoff, Karen O. Egiazarian, Dmitriy Paliy |
| 2003 | IPAS | Detectors of the impulsive noise and new effective filters for the impulsive noise reduction. | Igor N. Aizenberg, Jaakko T. Astola, Taras Bregin, Constantine Butakoff, Karen O. Egiazarian, Dmitriy Paliy |
| 2002 | ICANN | Type of Blur and Blur Parameters Identification Using Neural Network and Its Application to Image Restoration. | Igor N. Aizenberg, Taras Bregin, Constantine Butakoff, Victor N. Karnaukhov, Nickolay S. Merzlyakov, Olga Milukova |
| 2002 | IPAS | Frequency domain medianlike filter for periodic and quasi-periodic noise removal. | Igor N. Aizenberg, Constantine Butakoff |
| 2002 | IPAS | Blurred image restoration using the type of blur and blur parameter identification on the neural network. | Igor N. Aizenberg, Constantine Butakoff, Victor N. Karnaukhov, Nickolay S. Merzlyakov, Olga Milukova |
| 2002 | IPAS | Method for impulsive noise detection and its applications to the improvement of impulsive noise-filtering algorithms. | Igor N. Aizenberg, Taras Bregin, Dmitriy Paliy |
| 2001 | IWANN | Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification. | Igor N. Aizenberg, Naum N. Aizenberg, Constantine Butakoff |
| 2001 | IWANN | Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons. | Igor N. Aizenberg, Ekaterina M. Myasnikova, Maria Samsonova |
| 2000 | ICPR | Image Recognition on the Neural Network Based on Multi-Valued Neurons. | Igor N. Aizenberg, Naum N. Aizenberg, Constantine Butakoff, Elya Farberov |
| 1999 | IWANN | Pattern Recognition Using Neural Based on Multi-valued Neurons. | Igor N. Aizenberg, Naum N. Aizenberg |
| 1998 | ESANN | Ultrasound medical image processing using cellular neural networks. | Igor N. Aizenberg, Naum N. Aizenberg, Eugene S. Gotko, Joos Vandewalle |
| 1998 | ICIP | Transform Domain Denoising using Nonlinear Filtering and Cellular Neural Networks. | Rusen ktem, Karen O. Egiazarian, Igor N. Aizenberg, Naum N. Aizenberg |
| 1997 | IWANN | Universal Binary and Multi-values Neurons Paradigm: Conception, Learning, Applications. | Naum N. Aizenberg, Igor N. Aizenberg |
| 1996 | ICPR | Multi-valued and universal binary neurons: mathematical model, learning, networks, application to image processing and pattern recognition. | Naum N. Aizenberg, Igor N. Aizenberg, Georgy A. Krivosheev |
| 1995 | IWANN | Multi-Valued Neurons: Learning, Networks, Application to Image Recognition and Extrapolation of Temporal Series. | Naum N. Aizenberg, Igor N. Aizenberg, Georgy A. Krivosheev |
| 1993 | IWANN | Fast-Convergence Learning Algorithms for Multi-Level and Binary Neurons and Solution of Some Image Processing Problems. | Naum N. Aizenberg, Igor N. Aizenberg |