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cs.NE2024
Solving QUBO on the Loihi 2 Neuromorphic Processor
Alessandro Pierro, Philipp Stratmann, Gabriel Andres Fonseca Guerra +4
In this article, we describe an algorithm for solving Quadratic Unconstrained Binary Optimization problems on the Intel Loihi 2 neuromorphic processor. The solver is based on a har…
cs.NE2024
Neuromorphic quadratic programming for efficient and scalable model predictive control
Ashish Rao Mangalore, Gabriel Andres Fonseca Guerra, Sumedh R. Risbud +2
Applications in robotics or other size-, weight- and power-constrained autonomous systems at the edge often require real-time and low-energy solutions to large optimization problem…