Development of Quantum Circuit Architecture on Quantum Perceptron
Algorithm for Classification of Marketing Bank Data
Dublin Core
Title
Development of Quantum Circuit Architecture on Quantum Perceptron
Algorithm for Classification of Marketing Bank Data
Algorithm for Classification of Marketing Bank Data
Subject
classification, quantum computing, quantum perceptron, architecture, quantum circuit
Description
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.
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.
Creator
Mochamad Wahyudi1
, Solikhun2
, Solikhun2
Publisher
Universitas Bina Sarana Informatika
Date
01-02-2023
Contributor
Fajar bagus W
Format
PDF
Language
Indonesia
Type
Text
Files
Collection
Citation
Mochamad Wahyudi1
, Solikhun2, “Development of Quantum Circuit Architecture on Quantum Perceptron
Algorithm for Classification of Marketing Bank Data,” Repository Horizon University Indonesia, accessed June 6, 2025, https://repository.horizon.ac.id/items/show/9333.
Algorithm for Classification of Marketing Bank Data,” Repository Horizon University Indonesia, accessed June 6, 2025, https://repository.horizon.ac.id/items/show/9333.