8 citations · 15 across the 4 of their papers we have counts for
5 papers
Exponential discretization of weights of neural network connections in pre-trained neural networks
Magomed Yu. Malsagov, Emil M. Khayrov, Maria M. Pushkareva +1
To reduce random access memory (RAM) requirements and to increase speed of recognition algorithms we consider a weight discretization problem for trained neural networks. We show t…
Investigation of Finite-size 2D Ising Model with a Noisy Matrix of Spin-Spin Interactions
Boris Kryzhanovsky, Magomed Malsagov, Iakov Karandashev
We analyze changes in the thermodynamic properties of a spin system when it passes from the classical two-dimensional Ising model to the spin glass model, where spin-spin interacti…
Dependence of critical parameters of 2D Ising model on lattice size
Boris V. Kryzhanovsky, Magomed Yu. Malsagov, Iakov M. Karandashev
For the 2D Ising model, we analyzed dependences of thermodynamic characteristics on number of spins by means of computer simulations. We compared experimental data obtained using t…
The Analytical Expressions for a Finite-Size 2D Ising Model
M. Yu. Malsagov, I. M. Karandashev, B. V. Kryzhanovsky
Numerical methods are used to examine the thermodynamic characteristics of the two-dimensional Ising model as a function of the number of spins N. Onsager's solution is generalized…
The Spectra of Local Minima in Spin-Glass Models
Boris Kryzhanovsky, Magomed Malsagov
The spectra of spin models have been investigated in computation experiments. For the Sherrington-Kirkpatrick and Edwards-Anderson models we have determined the basic spectral char…