21 citations · 74 across the 5 of their papers we have counts for
5 papers
Many-body Majorana braiding without an exponential Hilbert space
Eric Mascot, Themba Hodge, Dan Crawford +3
Qubits built out of Majorana zero modes (MZMs) constitute the primary path towards topologically protected quantum computing. Simulating the braiding process of multiple MZMs corre…
Adiabatic Quantum Kitchen Sinks for Learning Kernels Using Randomized Features
Moslem Noori, Seyed Shakib Vedaie, Inderpreet Singh +4
Quantum information processing is likely to have far-reaching impact in the field of artificial intelligence. While the race to build an error-corrected quantum computer is ongoing…
Multi-Community Detection in Signed Graphs Using Quantum Hardware
Ehsan Zahedinejad, Daniel Crawford, Clemens Adolphs +1
Signed graphs serve as a primary tool for modelling social networks. They can represent relationships between individuals (i.e., nodes) with the use of signed edges. Finding commun…
Free energy-based reinforcement learning using a quantum processor
Anna Levit, Daniel Crawford, Navid Ghadermarzy +3
Recent theoretical and experimental results suggest the possibility of using current and near-future quantum hardware in challenging sampling tasks. In this paper, we introduce fre…
Reinforcement Learning Using Quantum Boltzmann Machines
Daniel Crawford, Anna Levit, Navid Ghadermarzy +2
We investigate whether quantum annealers with select chip layouts can outperform classical computers in reinforcement learning tasks. We associate a transverse field Ising spin Ham…