Skip to main content
SHARE
Publication

Expressiveness of Commutative Quantum Circuits: A Probabilistic Approach

by Jorge M Ramirez Osorio, Elaine Y Wong, Caio Teodoro De Magalhaes Alves, Sarah Chehade, Ryan S Bennink
Publication Type
Journal
Journal Name
IEEE Transactions on Quantum Engineering
Publication Date
Page Numbers
1 to 15
Volume
5

This study investigates the frame potential and expressiveness of commutative quantum circuits. Based on the Fourier series representation of these circuits, we express quantum expectation and pairwise fidelity as characteristic functions of random variables, and expressiveness as the recurrence probability of a random walk on a lattice. A central outcome of our work includes formulas to approximate the frame potential and expressiveness for any commutative quantum circuit, underpinned by convergence theorems in probability theory. We identify the lattice volume of the random walk as means to approximate expressiveness based on circuit architecture. In the specific case of commutative circuits involving Pauli-Z rotations, we provide theoretical results relating expressiveness and circuit structure. Our probabilistic representation also provide means for bounding and approximately calculating the frame potential of a circuit through sampling methods.