2 papers
cond-mat.dis-nn2026
Learning rules for complex-valued patterns in networks of oscillators
Federico Sbravati, Aida Todri-Sanial
In this article, we extend learning rules from real binary to complex-valued spins. This formulation allows for a robust and natural representation of grayscale patterns, where spi…
cond-mat.dis-nn2025
Solving Sudoku using oscillatory neural networks
Bram F. Haverkort, Federico Sbravati, Stefan Porfir +1
We explore the capabilities of physical computing with Oscillatory Neural Networks (ONN) to solve combinatorial optimization problems. To solve Sudokus with ONNs, we define a novel…