18 citations · 18 across the 4 of their papers we have counts for
4 papers
Polynomial algorithm for exact calculation of partition function for binary spin model on planar graphs
Yakov M. Karandashev, Magomed Yu. Malsagov
In this paper we propose and realize (the code is publicly available at https://github.com/Thrawn1985/2D-Partition-Function) an algorithm for exact calculation of partition functio…
Weighted Patterns as a Tool for Improving the Hopfield Model
Iakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii
We generalize the standard Hopfield model to the case when a weight is assigned to each input pattern. The weight can be interpreted as the frequency of the pattern occurrence at t…
Local Minima of a Quadratic Binary Functional with a Quasi-Hebbian Connection Matrix
Yakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii
The local minima of a quadratic functional depending on binary variables are discussed. An arbitrary connection matrix can be presented in the form of quasi-Hebbian expansion where…
Local Minima of a Quadratic Binary Functional with Quasi-Hebbian Connection Matrix
Yakov Karandashev, Boris Kryzhanovsky, Leonid Litinskii
The local minima of a quadratic functional depending on binary variables are discussed. An arbitrary connection matrix can be presented in the form of quasi-Hebbian expansion where…