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20032026
most citedDeep Learning for Sensor-based Activity Recognition: A Survey

2k citations

Showing 2021 · quant-phShow all

8 papers · 2 filters

quant-ph2021★ 13 cited

Deterministic and Entanglement-Efficient Preparation of Amplitude-Encoded Quantum Registers

Prithvi Gundlapalli, Junyi Lee

Quantum computing promises to provide exponential speed-ups to certain classes of problems. In many such algorithms, a classical vector is encoded in the amplitudes of…

quant-ph2021★ 25 cited

Variational Quantum-Based Simulation of Waveguide Modes

Wei-Bin Ewe, Dax Enshan Koh, Siong Thye Goh +2

Variational quantum algorithms are one of the most promising methods that can be implemented on noisy intermediate-scale quantum (NISQ) machines to achieve a quantum advantage over…

quant-ph2021

Exploring variational quantum eigensolver ansatzes for the long-range XY model

Jia-Bin You, Dax Enshan Koh, Jian Feng Kong +3

Finding the ground state energy and wavefunction of a quantum many-body system is a key problem in quantum physics and chemistry. We study this problem for the long-range XY model…

quant-ph2021★ 26 cited

Coherent ground-state transport of neutral atoms

X. X. Li, J. B. You, X. Q. Shao +1

Quantum state transport is an important way to study the energy or information flow. By combining the unconventional Rydberg pumping mechanism and the diagonal form of van der Waal…

quant-ph2021★ 17 cited

Connecting geometry and performance of two-qubit parameterized quantum circuits

Amara Katabarwa, Sukin Sim, Dax Enshan Koh +1

Parameterized quantum circuits (PQCs) are a central component of many variational quantum algorithms, yet there is a lack of understanding of how their parameterization impacts alg…

quant-ph2021★ 3 cited

Quantum-inspired identification of complex cellular automata

Matthew Ho, Andri Pradana, Thomas J. Elliott +2

Elementary cellular automata (ECA) present iconic examples of complex systems. Though described only by one-dimensional strings of binary cells evolving according to nearest-neighb…

quant-ph2021★ 17 cited

Effects of quantum resources on the statistical complexity of quantum circuits

Kaifeng Bu, Dax Enshan Koh, Lu Li +2

We investigate how the addition of quantum resources changes the statistical complexity of quantum circuits by utilizing the framework of quantum resource theories. Measures of sta…

quant-ph2021★ 59 cited

On the statistical complexity of quantum circuits

Kaifeng Bu, Dax Enshan Koh, Lu Li +2

In theoretical machine learning, the statistical complexity is a notion that measures the richness of a hypothesis space. In this work, we apply a particular measure of statistical…