8 citations · 18 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
Global Minimum Depth In Edwards-Anderson Model
Iakov Karandashev, Boris Kryzhanovsky
In the literature the most frequently cited data are quite contradictory, and there is no consensus on the global minimum value of 2D Edwards-Anderson (2D EA) Ising model. By means…