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An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data

Authors :
Singh, Navneet
Pokhrel, Shiva Raj
Source :
SIGCOMM 2024, Sydney Australia
Publication Year :
2024

Abstract

In this paper, we explore the power of Quantum Machine Learning as we extend, implement and evaluate algorithms like Quantum Support Vector Classifier (QSVC), Pegasos-QSVC, Variational Quantum Circuits (VQC), and Quantum Neural Networks (QNN) in Qiskit with diverse feature mapping techniques for genomic sequence classification.<br />Comment: 2 pager extended abstract

Details

Database :
arXiv
Journal :
SIGCOMM 2024, Sydney Australia
Publication Type :
Report
Accession number :
edsarx.2405.09781
Document Type :
Working Paper