1 code implementation • 13 Aug 2023 • Samuel Bosch, Bobak Kiani, Rui Yang, Adrian Lupascu, Seth Lloyd
We explore a setup for performing classification on labeled classical datasets, consisting of a classical neural network connected to a quantum annealer.
1 code implementation • 12 Dec 2019 • Elias Riedel Gårding, Nicolas Schwaller, Su Yeon Chang, Samuel Bosch, Willy Robert Laborde, Javier Naya Hernandez, Chun Lam Chan, Frédéric Gessler, Xinyu Si, Marc-André Dupertuis, Nicolas Macris
We propose the first correct special-purpose quantum circuits for preparation of Bell-diagonal states (BDS), and implement them on the IBM Quantum computer, characterizing and testing complex aspects of their quantum correlations in the full parameter space.
Quantum Physics Information Theory Information Theory
no code implementations • 27 Nov 2019 • Samuel Bosch, Alexander Sanchez de la Cerda, Mohsen Imani, Tajana Simunic Rosing, Giovanni De Micheli
It is a promising solution for achieving high energy efficiency in different machine learning tasks, such as classification, semi-supervised learning, and clustering.