Multi-qubit controlled NOT gates for artificial intelligence natural languages processing

F. M. Ablayev; S. N. Andrianov; N. S. Andrianova; A. A. Kalachev; A. V. Vasiliev

doi:10.1117/12.2522447

15 March 2019 Multi-qubit controlled NOT gates for artificial intelligence natural languages processing

F. M. Ablayev, S. N. Andrianov, N. S. Andrianova, A. A. Kalachev, A. V. Vasiliev

Proceedings Volume 11022, International Conference on Micro- and Nano-Electronics 2018; 110222B (2019) https://doi.org/10.1117/12.2522447
Event: The International Conference on Micro- and Nano-Electronics 2018, 2018, Zvenigorod, Russian Federation

Abstract

Natural language processing is efficient using quantum neural networks including multiqubit controlled NOT gates with multiple control qubits and a single target qubit. We propose here a photonic miltiqubit controlled NOT gate based on a multi-wave mixing process in a cavity. Theory of such a multiqubit gate is constructed using input-output formalism. Parameters matching condition is found that must be fulfilled for successful gate operation. Recommendations are given for the construction of quantum neural networks that are able to solve various practical problems of natural language processing.

Citation Download Citation

F. M. Ablayev, S. N. Andrianov, N. S. Andrianova, A. A. Kalachev, and A. V. Vasiliev "Multi-qubit controlled NOT gates for artificial intelligence natural languages processing", Proc. SPIE 11022, International Conference on Micro- and Nano-Electronics 2018, 110222B (15 March 2019); https://doi.org/10.1117/12.2522447

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