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ORCIDYakov M. Karandashev
Person information
- affiliation: Center of Optical Neural Technologies SRISA RAS, Moscow
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Journal Articles
- 2022
[j3]A. S. Markov, E. Yu. Kotlyarov, N. P. Anosova, V. A. Popov, Yakov M. Karandashev, Darya E. Apushkinskaya:
Using Neural Networks to Detect Anomalies in X-Ray Images Obtained with Full-Body Scanners. Autom. Remote. Control. 83(10): 1507-1516 (2022)- 2018
- [j2]Boris Kryzhanovsky
, Magomed Malsagov, Iakov M. Karandashev:
Investigation of Finite-Size 2D Ising Model with a Noisy Matrix of Spin-Spin Interactions. Entropy 20(8): 585 (2018) - 2013
- [j1]Iakov M. Karandashev, Boris Kryzhanovsky:
Increasing the attraction area of the global minimum in the binary optimization problem. J. Glob. Optim. 56(3): 1167-1185 (2013)
Conference and Workshop Papers
- 2019
- [c12]Iakov M. Karandashev, Boris Kryzhanovsky:
Global Minimum Depth in Edwards-Anderson Model. EANN 2019: 391-398 - [c11]Magomed Yu. Malsagov, Iakov M. Karandashev, Boris V. Kryzhanovsky:
Approximation of Edwards-Anderson Spin-Glass Model Density of States. ISNN (2) 2019: 173-179 - 2018
- [c10]Boris V. Kryzhanovsky, Iakov M. Karandashev, Magomed Yu. Malsagov:
Dependence of Critical Temperature on Dispersion of Connections in 2D Grid. ISNN 2018: 695-702 - 2014
- [c9]Iakov M. Karandashev, Boris Kryzhanovsky:
Mix-Matrix Transformation Method for Max-Сut Problem. ICANN 2014: 323-330 - 2012
- [c8]Iakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii:
Elimination of a Catastrophic Destruction of a Memory in the Hopfield Model. EANN 2012: 1-10 - [c7]Vladimir Kryzhanovsky, Irina Zhelavskaya, Jakov Karandashev:
Binary Perceptron Learning Algorithm Using Simplex-Method. ICAISC (1) 2012: 111-118 - [c6]Iakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii:
Properties of the Hopfield Model with Weighted Patterns. ICANN (1) 2012: 9-16 - [c5]Iakov M. Karandashev, Boris Kryzhanovsky:
The Mix-Matrix Method in the Problem of Binary Quadratic Optimization. ICANN (1) 2012: 41-48 - 2011
- [c4]Iakov M. Karandashev, Boris V. Kryzhanovsky:
Transformation of Edge Weights in a Graph Bipartitioning Problem. ICANN (2) 2011: 25-31 - 2010
- [c3]Yakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii:
Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix. ICANN (3) 2010: 41-51 - [c2]Yakov M. Karandashev, Boris Kryzhanovsky:
Binary Minimization: Increasing the Attraction Area of the Global Minimum in the Binary Optimization Problem. ICANN (2) 2010: 525-530 - [c1]Iakov M. Karandashev, Boris V. Kryzhanovsky:
Efficient energy landscape transformation in the problem of binary minimization. IJCNN 2010: 1-6
Informal and Other Publications
- 2020
- [i5]Magomed Yu. Malsagov, Emil M. Khayrov, Maria M. Pushkareva, Iakov M. Karandashev:
Exponential discretization of weights of neural network connections in pre-trained neural networks. CoRR abs/2002.00623 (2020) - 2016
- [i4]Yakov M. Karandashev, Magomed Yu. Malsagov:
Polynomial algorithm for exact calculation of partition function for binary spin model on planar graphs. CoRR abs/1611.00922 (2016) - 2012
- [i3]Yakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii:
Weighted Patterns as a Tool for Improving the Hopfield Model. CoRR abs/1205.0908 (2012) - 2010
- [i2]Yakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii:
Local Minima of a Quadratic Binary Functional with Quasi-Hebbian Connection Matrix. CoRR abs/1005.4285 (2010) - [i1]Yakov M. Karandashev, Boris Kryzhanovsky, Leonid B. Litinskii:
Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix. CoRR abs/1012.4981 (2010)
Coauthor Index
aka: Boris V. Kryzhanovsky
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