Quantum neural networks are expected to provide the theoretical framework to implement machine learning on quantum computers. We develop a continuous Rosenblatt quantum perceptron which represents the generalization of the McCulloch-Pitts quantum perceptron existing in the literature. We implement its quantum circuit on a IBM quantum computer.

A continuous rosenblatt quantum perceptron / M. Maronese, E. Prati. - In: INTERNATIONAL JOURNAL OF QUANTUM INFORMATION. - ISSN 0219-7499. - 19:4(2021), pp. 2140002.1-2140002.10. [10.1142/S0219749921400025]

A continuous rosenblatt quantum perceptron

E. Prati
2021

Abstract

Quantum neural networks are expected to provide the theoretical framework to implement machine learning on quantum computers. We develop a continuous Rosenblatt quantum perceptron which represents the generalization of the McCulloch-Pitts quantum perceptron existing in the literature. We implement its quantum circuit on a IBM quantum computer.
Quantum neural network; quantum neuron; quantum perceptron
Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/2434/905436
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