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Physica C Superconductivity

Flux qubit with a quantum point contact

J. Lantz, Vitaly S. Shumeiko, E. N. Bratus’, Goran P. Wendin

Published Mar 1, 2002• 16 citations
Publisher
DOI
10.1016/s0921-4534(01)01188-1

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The concept of creating an element base for superconducting quantum neural networks based on only a single flux qubit is presented. The behavior of the activation function is analyzed for different variants of the “quantum neuron” implementation (based on three-contact, two-contact, and five-contact interferometers), and the conditions at which this activation function is close to a sigmoid curve are determined. The prospects of using energy-efficient upgrades to the rapid single-flux-quantum logic to control the transfer and activation functions when operating a quantum neural network based on the proposed elements are discussed.