15 citations · 15 across the 4 of their papers we have counts for
5 papers
Non-Unitary Quantum Butterfly Effect: Theory and Experiment
Paul Argyle, Djamil Lakhdar-Hamina, Sarah H. Miller +1
We present a generalization of the out of time order correlator (OTOC) for non-unitary systems. For a Haar-random brickwork qudit-circuit, peppered with local, projective measureme…
Measurement-Induced Quantum Neural Network
Paul Argyle, Djamil Lakhdar-Hamina, Sarah H. Miller +1
We introduce a measurement-induced quantum neural network (MINN), an adaptive monitored-circuit architecture in which mid-circuit measurement outcomes determine the entangling gate…
Benchmarking a Tunable Quantum Neural Network on Trapped-Ion and Superconducting Hardware
Djamil Lakhdar-Hamina, Xingxin Liu, Richard Barney +4
We implement a quantum generalization of a neural network on trapped-ion and IBM superconducting quantum computers to classify MNIST images, a common benchmark in computer vision.…
Natural Quantization of Neural Networks
Richard Barney, Djamil Lakhdar-Hamina, Victor Galitski
We propose a natural quantization of a standard neural network, where the neurons correspond to qubits and the activation functions are implemented via quantum gates and measuremen…
Co-citations in context: disciplinary heterogeneity is relevant
James Bradley, Sitaram Devarakonda, Avon Davey +5
Citation analysis of the scientific literature has been used to study and define disciplinary boundaries, to trace the dissemination of knowledge, and to estimate impact. Co-citati…