| 2015 | AIST | Distorted High-Dimensional Binary Patterns Search by Scalar Neural Network Tree. | Vladimir Kryzhanovsky, Magomed Malsagov |
| 2014 | ICANN | High-Dimensional Binary Pattern Classification by Scalar Neural Network Tree. | Vladimir Kryzhanovsky, Magomed Malsagov, Juan Antonio Clares Tomas, Irina Zhelavskaya |
| 2014 | IJCCI | On Error Probability of Search in High-Dimensional Binary Space with Scalar Neural Network Tree. | Vladimir Kryzhanovsky, Magomed Malsagov, Juan Antonio Clares Tomas, Irina Zhelavskaya |
| 2013 | ICANN | Two-Layer Vector Perceptron. | Vladimir Kryzhanovsky, Irina Zhelavskaya, Juan Antonio Clares Tomas |
| 2012 | ICAISC | Binary Perceptron Learning Algorithm Using Simplex-Method. | Vladimir Kryzhanovsky, Irina Zhelavskaya, Jakov Karandashev |
| 2012 | ICANN | Vector Perceptron Learning Algorithm Using Linear Programming. | Vladimir Kryzhanovsky, Irina Zhelavskaya, Anatoly B. Fonarev |
| 2011 | ICANN | Binary Patterns Identification by Vector Neural Network with Measure of Proximity between Neuron States. | Vladimir Kryzhanovsky |
| 2011 | IJCCI | Identification of Correlated Patterns by Vector Perceptron with Binarized Synaptic Coefficients. | Vladimir Kryzhanovsky |
| 2009 | ICANN | Pattern Identification by Committee of Potts Perceptrons. | Vladimir Kryzhanovsky |
| 2008 | ICAISC | Binary Optimization: On the Probability of a Local Minimum Detection in Random Search. | Boris Kryzhanovsky, Vladimir Kryzhanovsky |
| 2008 | ICANN | Modified q-State Potts Model with Binarized Synaptic Coefficients. | Vladimir Kryzhanovsky |
| 2008 | ICANN | Application of Potts-Model Perceptron for Binary Patterns Identification. | Vladimir Kryzhanovsky, Boris Kryzhanovsky, Anatoly B. Fonarev |
| 2007 | ICINCO | Binary optimization: A relation between the depth of a local minimum and the probability of its detection. | Boris Kryzhanovsky, Vladimir Kryzhanovsky, Andrey L. Mikaelian |
| 2006 | IJCNN | Domain Dynamics in Hopfield Model. | Vladimir Kryzhanovsky, Bashir M. Magomedov, Anatoly B. Fonarev, Boris Kryzhanovsky |
| 2005 | IJCNN | Decorrelating parametrical neural network. | Boris V. Kryzhanovsky, Vladimir Kryzhanovsky, Anatoly B. Fonarev |