Search Results for author: Samuel Bosch

Found 3 papers, 2 papers with code

Neural Networks for Programming Quantum Annealers

1 code implementation13 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.

Quantum Machine Learning

Bell Diagonal and Werner state generation: entanglement, non-locality, steering and discord on the IBM quantum computer

1 code implementation12 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

QubitHD: A Stochastic Acceleration Method for HD Computing-Based Machine Learning

no code implementations27 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.

BIG-bench Machine Learning Classification +2

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