3 papers
Progressive Binarization - Pauli Correlation Encoding: a Continuation Method for Constrained Optimization
Jacobo Padín-Martínez, Vicente P. Soloviev, Alejandro Borrallo-Rentero +3
Pauli Correlation Encoding (PCE) reduces the qubit requirements of quantum optimization by embedding the problem variables into the expectation values of Pauli observables, so that…
Practical insights on the effect of different encodings, ansätze and measurements in quantum and hybrid convolutional neural networks
Jesús Lozano-Cruz, Albert Nieto-Morales, Oriol Balló-Gimbernat +3
This study investigates the design choices of parameterized quantum circuits (PQCs) within quantum and hybrid convolutional neural network (HQNN and QCNN) architectures, applied to…
Noise robustness of a multiparty quantum summation protocol
Antón Rodríguez Otero, Niels M. P. Neumann, Ward van der Schoot +1
Connecting quantum computers to a quantum network opens a wide array of new applications, such as securely performing computations on distributed data sets. Near-term quantum netwo…