3.4k citations · 9.3k across the 53 of their papers we have counts for
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A quantum algorithm for training wide and deep classical neural networks
Alexander Zlokapa, Hartmut Neven, Seth Lloyd
Given the success of deep learning in classical machine learning, quantum algorithms for traditional neural network architectures may provide one of the most promising settings for…
Hamiltonian singular value transformation and inverse block encoding
Seth Lloyd, Bobak T. Kiani, David R. M. Arvidsson-Shukur +5
The quantum singular value transformation is a powerful quantum algorithm that allows one to apply a polynomial transformation to the singular values of a matrix that is embedded a…
Scalable and High-Fidelity Quantum Random Access Memory in Spin-Photon Networks
Kevin C. Chen, Wenhan Dai, Carlos Errando-Herranz +2
A quantum random access memory (qRAM) is considered an essential computing unit to enable polynomial speedups in quantum information processing. Proposed implementations include us…