most citedLagrange Oscillatory Neural Networks for Constraint Satisfaction and Optimization

3 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2026

Graph Coloring Approach to Solving Sudoku with Oscillatory Neural Networks

Filip Sabo, Aida Todri-Sanial

Oscillatory Neural Networks (ONNs) present an attractive physics-based computing paradigm rooted in the dynamics of a network of typically fully coupled oscillators aiming to minim…

cs.LG2025

Thermodynamics-Inspired Computing with Oscillatory Neural Networks for Inverse Matrix Computation

George Tsormpatzoglou, Filip Sabo, Aida Todri-Sanial

We describe a thermodynamic-inspired computing paradigm based on oscillatory neural networks (ONNs). While ONNs have been widely studied as Ising machines for tackling complex comb…