Georgios Tsormpatzoglou

Thermodynamic computing with oscillatory neural networks for linear algebra problems

This work analytically shows that the linear approximation of the coupled Kuramoto oscillator model enables these problems to be mapped onto ONNs and investigates a new computational role for ONNs and explores their feasibility in solving linear algebra problems, specifically matrix inversion and linear systems of equa...