Yakov M. Karandashev

According to our database, Yakov M. Karandashev authored at least 18 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Using Neural Networks to Detect Anomalies in X-Ray Images Obtained with Full-Body Scanners.

A. S. Markov, E. Yu. Kotlyarov, N. P. Anosova, V. A. Popov, Yakov M. Karandashev, Darya E. Apushkinskaya

Autom. Remote. Control., 2022

2020

Exponential discretization of weights of neural network connections in pre-trained neural networks.

Magomed Yu. Malsagov, Emil M. Khayrov, Maria M. Pushkareva, Iakov M. Karandashev

CoRR, 2020

2019

Approximation of Edwards-Anderson Spin-Glass Model Density of States.

Magomed Yu. Malsagov, Iakov M. Karandashev, Boris V. Kryzhanovsky

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

Global Minimum Depth in Edwards-Anderson Model.

Iakov M. Karandashev, Boris Kryzhanovsky

Proceedings of the Engineering Applications of Neural Networks, 2019

2018

Investigation of Finite-Size 2D Ising Model with a Noisy Matrix of Spin-Spin Interactions.

Boris Kryzhanovsky, Magomed Malsagov, Iakov M. Karandashev

Entropy, 2018

Dependence of Critical Temperature on Dispersion of Connections in 2D Grid.

Boris V. Kryzhanovsky, Iakov M. Karandashev, Magomed Yu. Malsagov

Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

2016

Polynomial algorithm for exact calculation of partition function for binary spin model on planar graphs.

Yakov M. Karandashev, Magomed Yu. Malsagov

CoRR, 2016

2014

Mix-Matrix Transformation Method for Max-Сut Problem.

Iakov M. Karandashev, Boris Kryzhanovsky

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

2013

Increasing the attraction area of the global minimum in the binary optimization problem.

Iakov M. Karandashev, Boris Kryzhanovsky

J. Glob. Optim., 2013

2012

Weighted Patterns as a Tool for Improving the Hopfield Model

Yakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii

CoRR, 2012

Properties of the Hopfield Model with Weighted Patterns.

Iakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

The Mix-Matrix Method in the Problem of Binary Quadratic Optimization.

Iakov M. Karandashev, Boris Kryzhanovsky

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Binary Perceptron Learning Algorithm Using Simplex-Method.

Vladimir Kryzhanovsky, Irina Zhelavskaya, Jakov Karandashev

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Elimination of a Catastrophic Destruction of a Memory in the Hopfield Model.

Iakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii

Proceedings of the Engineering Applications of Neural Networks, 2012

2011

Transformation of Edge Weights in a Graph Bipartitioning Problem.

Iakov M. Karandashev, Boris V. Kryzhanovsky

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

2010

Efficient energy landscape transformation in the problem of binary minimization.

Iakov M. Karandashev, Boris V. Kryzhanovsky

Proceedings of the International Joint Conference on Neural Networks, 2010

Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix.

Yakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Binary Minimization: Increasing the Attraction Area of the Global Minimum in the Binary Optimization Problem.

Yakov M. Karandashev, Boris Kryzhanovsky

Proceedings of the Artificial Neural Networks, 2010