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An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data
- 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
- Subjects :
- Computer Science - Machine Learning
Computer Science - Artificial Intelligence
Subjects
Details
- Database :
- arXiv
- Journal :
- SIGCOMM 2024, Sydney Australia
- Publication Type :
- Report
- Accession number :
- edsarx.2405.09781
- Document Type :
- Working Paper