Johannes Leugring

ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers

2024 · arXiv (Cornell University)

We introduce NeuroSA, a neuromorphic architecture specifically designed to ensure asymptotic convergence to the ground state of an Ising problem using a Fowler-Nordheim quantum mechanical tunneling based threshold-annealing process. The core component of NeuroSA consists …