Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Vol 7 No 1 (2023): February 2023

Development of Quantum Circuit Architecture on Quantum Perceptron Algorithm for Classification of Marketing Bank Data　

Mochamad Wahyudi (Universitas Bina Sarana Informatika)
Solikhun Solikhun (STIKOM Tunas Bangsa)

Article Info

Publish Date
01 Feb 2023

Abstract

The creation of quantum circuit architecture based on the quantum perceptron algorithm to classify marketing bank data is proposed in this work. A quantum circuit is a quantum gate made up of two quantum gates. Quantum bits are used in this study's computation. The primary proposed learning method was not ideal, which is the context of this study. The percentage of qubits measurement value is still 90.7 percent. It is essential to raise the value of the qubit rate. Using the IBM Quantum Experience quantum computer, researchers measured, trained, and tested the quantum circuit architecture. Bank marketing data from the UCI Machine Learning Repository was used. A quantum circuit architecture model results from this research the quantum circuit measurement results.

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Journal Info
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Website

Abbrev

RESTI

Publisher

Ikatan Ahli Informatika Indonesia

Subject

Computer Science & IT Engineering

Description

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) dimaksudkan sebagai media kajian ilmiah hasil penelitian, pemikiran dan kajian analisis-kritis mengenai penelitian Rekayasa Sistem, Teknik Informatika/Teknologi Informasi, Manajemen Informatika dan Sistem Informasi. Sebagai bagian dari semangat ...