Proposta de um Neurônio Quântico

Título: Proposta de um Neurônio Quântico

Autores: Andrade, Wilkerson de Lucena; Araújo, Bruno Coitinho; Gomes, Herman Martins; Fechine, Joseana Macêdo

Resumo: Quantum neural networks are emerging as a new paradigm in the field of Quantum Computing. This paradigm may exhibit some interesting properties that, in theory, can suppress some of the problems usually found in classical neural networks. In the past decade, some quantum neural network models have been proposed, however not all agree with regards to the concepts incorporated from the Quantum Mechanics area, neither with regards to the hardware/software requirements for implementation. Within this context, the objective of this work is to present a review of the existing models as well as to propose a new model for a quantum neuron based on the most promising approach identified in the review. Some initial simulations of this model using a Quantum Circuit simulator are also presented.


Páginas: 5

Código DOI: 10.21528/CBRN2005-175

Artigo em PDF: CBRN2005_175.pdf

Arquivo BibTex: CBRN2005_175.bib