Search Results for author: Kyle Henke

Found 1 papers, 0 papers with code

Sampling binary sparse coding QUBO models using a spiking neuromorphic processor

no code implementations2 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.