3 papers
quant-ph2020
Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability
Thomas Hubregtsen, Josef Pichlmeier, Patrick Stecher +1
An active area of investigation in the search for quantum advantage is Quantum Machine Learning. Quantum Machine Learning, and Parameterized Quantum Circuits in a hybrid quantum-cl…
quant-ph2020
Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions
Thomas Hubregtsen, Christoph Segler, Josef Pichlmeier +3
Quantum computers hold great promise for accelerating computationally challenging algorithms on noisy intermediate-scale quantum (NISQ) devices in the upcoming years. Much attentio…
quant-ph2019
Quantum Computer Architecture: Towards Full-Stack Quantum Accelerators
K. Bertels, A. Sarkar, A. A. Mouedenne +4
This paper presents the definition and implementation of a quantum computer architecture to enable creating a new computational device - a quantum computer as an accelerator. In th…