Igor N. Aizenberg
According to our database1,
Igor N. Aizenberg
authored at least 77 papers
between 1993 and 2022.
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Bibliography
2022
Algorithms, 2022
A Convolutional Neural Network with Multi-Valued Neurons: a Modified Learning Algorithm and Analysis of Performance.
Proceedings of the 13th IEEE Annual Ubiquitous Computing, 2022
Classification of Power Quality disturbances using Multi-Valued Neural Networks and Convolutional Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2022
2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020
Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020
2019
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., 2019
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019
2018
A multi-step approach to the single fault diagnosis of DC-DC switched power converters.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018
Proceedings of the Second International Conference on Data Stream Mining & Processing, 2018
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018
2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Multilayer Neural Network with Multi-Valued Neurons in time series forecasting of oil production.
Neurocomputing, 2016
Intelligent Image Filtering using Multilayer Neural Network with Multi-Valued Neurons.
Proceedings of the Image Processing: Algorithms and Systems XIV, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
System identification using FRA and a modified MLMVN with arbitrary complex-valued inputs.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2014
IEEE Trans. Neural Networks Learn. Syst., 2014
Multilayer Neural Network with Multi-Valued Neurons in Time Series Forecasting of Oil Production.
Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014
2013
A modified error-correction learning rule for multilayer neural network with multi-valued neurons.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2012
A modified learning algorithm for the multilayer neural network with multi-valued neurons based on the complex QR decomposition.
Soft Comput., 2012
Intelligent detection of impulse noise using multilayer neural network with multi-valued neurons.
Proceedings of the Image Processing: Algorithms and Systems X; and Parallel Processing for Imaging Applications II, 2012
2011
Studies in Computational Intelligence 353, Springer, ISBN: 978-3-642-20352-7, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Recognition of Blurred Images Using Multilayer Neural Network Based on Multi-valued Neurons.
Proceedings of the 41st IEEE International Symposium on Multiple-Valued Logic, 2011
Intelligent edge enhancement using multilayer neural network based on multi-valued neurons.
Proceedings of the Image Processing: Algorithms and Systems IX, 2011
Classification of blurred textures using multilayer neural network based on multi-valued neurons.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
Periodic Activation Function and a Modified Learning Algorithm for the Multivalued Neuron.
IEEE Trans. Neural Networks, 2010
Learning of the Non-threshold Functions of Multiple-Valued Logic by a Single Multi-valued Neuron with a Periodic Activation Function.
Proceedings of the 40th IEEE International Symposium on Multiple-Valued Logic, 2010
Learning nonlinearly separable mod k addition problem using a single multi-valued neuron with a periodic activation function.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Artifical Intelligence and Soft Computing, 2010
2009
A Multi-valued Neuron with a Periodic Activation Function.
Proceedings of the IJCCI 2009, 2009
2008
IEEE Trans. Neural Networks, 2008
Soft Comput., 2008
Image Vis. Comput., 2008
Proceedings of the 38th IEEE International Symposium on Multiple-Valued Logic (ISMVL 2008), 2008
2007
Multilayer Feedforward Neural Network Based on Multi-valued Neurons (MLMVN) and a Backpropagation Learning Algorithm.
Soft Comput., 2007
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., 2007
The Genetic Code as a Multiple-Valued Function and Its Implementation Using Multilayer Neural Network Based on Multi-Valued Neurons.
Proceedings of the 37th International Symposium on Multiple-Valued Logic, 2007
Proceedings of the Advances in Intelligent and Distributed Computing, 2007
Solving Selected Classification Problems in Bioinformatics Using Multilayer Neural Network Based on Multi-Valued Neurons (MLMVN).
Proceedings of the Artificial Neural Networks, 2007
2006
Discrete Generalized Fresnel Functions and Transforms in an Arbitrary Discrete Basis.
IEEE Trans. Signal Process., 2006
Multilayer Neural Network based on Multi-Valued Neurons and the Blur Identification Problem.
Proceedings of the International Joint Conference on Neural Networks, 2006
2005
Impulsive noise removal using threshold Boolean filtering based on the impulse detecting functions.
IEEE Signal Process. Lett., 2005
2004
IEEE Signal Process. Lett., 2004
Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004
2003
Image processing using cellular neural networks based on multi-valued and universal binary neurons.
J. VLSI Signal Process., 2003
Detectors of the impulsive noise and new effective filters for the impulsive noise reduction.
Proceedings of the Image Processing: Algorithms and Systems II, 2003
Effective detection and elimination of impulsive noise with a minimal image smoothing.
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Method for impulsive noise detection and its applications to the improvement of impulsive noise-filtering algorithms.
Proceedings of the Image Processing: Algorithms and Systems, 2002
Blurred image restoration using the type of blur and blur parameter identification on the neural network.
Proceedings of the Image Processing: Algorithms and Systems, 2002
Proceedings of the Image Processing: Algorithms and Systems, 2002
Type of Blur and Blur Parameters Identification Using Neural Network and Its Application to Image Restoration.
Proceedings of the Artificial Neural Networks, 2002
2001
Image Vis. Comput., 2001
Classification of the Images of Gene Expression Patterns Using Neural Networks Based on Multi-valued Neurons.
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Neural Network Based on Multi-valued Neurons: Application in Image Recognition, Type of Blur and Blur Parameters Identification.
Proceedings of the Bio-inspired Applications of Connectionism, 2001
Application of the Neural Networks Based on Multi-valued Neurons to Classification of the Images of Gene Expression Patterns.
Proceedings of the Computational Intelligence, 2001
Multi-valued and Universal Binary Neurons: New Applications in Intelligent Image Processing.
Proceedings of the Computational Intelligence, 2001
2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the Nonlinear Image Processing XI, 2000
1999
Multi-valued and Universal Binary Neurons: Learning Algorithms, Application to Image Processing and Recognition.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999
Neural Networks Based on Multi-valued and Universal Binary Neurons: Theory, Application to Image Processing and Recognition.
Proceedings of the Computational Intelligence, 1999
Nonlinear cellular neural filtering for noise reduction and extraction of image details.
Proceedings of the Nonlinear Image Processing X, 1999
1998
Medical image processing using neural networks based on multivalued and universal binary neurons.
Proceedings of the Medical Imaging 1998: Image Processing, 1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
Solution of the super-resolution problem through extrapolation of the orthogonal spectra using multi-valued neural technique.
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the 6th European Symposium on Artificial Neural Networks, 1998
1997
Processing of noisy and small-detailed gray-scale images using cellular neural networks.
J. Electronic Imaging, 1997
Universal Binary and Multi-values Neurons Paradigm: Conception, Learning, Applications.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
1996
Multi-valued and universal binary neurons: mathematical model, learning, networks, application to image processing and pattern recognition.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
1995
Multi-Valued Neurons: Learning, Networks, Application to Image Recognition and Extrapolation of Temporal Series.
Proceedings of the From Natural to Artificial Neural Computation, 1995
1993
Fast-Convergence Learning Algorithms for Multi-Level and Binary Neurons and Solution of Some Image Processing Problems.
Proceedings of the New Trends in Neural Computation, 1993