تقرير
An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data
| العنوان: | An Independent Implementation of Quantum Machine Learning Algorithms in Qiskit for Genomic Data |
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| المؤلفون: | Singh, Navneet, Pokhrel, Shiva Raj |
| المصدر: | SIGCOMM 2024, Sydney Australia |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Machine Learning, Computer Science - Artificial Intelligence |
| الوصف: | 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. Comment: 2 pager extended abstract |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2405.09781 |
| رقم الأكسشن: | edsarx.2405.09781 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |