no code implementations • 2 Jun 2023 • Kyle Henke, Elijah Pelofske, Georg Hahn, Garrett T. Kenyon
We demonstrate neuromorphic computing is suitable for sampling low energy solutions of binary sparse coding QUBO models, and although Loihi 1 is capable of sampling very sparse solutions of the QUBO models, there needs to be improvement in the implementation in order to be competitive with simulated annealing.