Quantum machine learning
- Title
- Quantum machine learning
- Creator
- Bhattacharyya S.; Pan I.; Mani A.; De S.; Behrman E.; Chakrabarti S.
- Description
- Quantum-enhanced machine learning refers to quantum algorithms that solve tasks in machine learning, thereby improving a classical machine learning method. Such algorithms typically require one to encode the given classical dataset into a quantum computer, so as to make it accessible for quantum information processing. After this, quantum information processing routines can be applied and the result of the quantum computation is read out by measuring the quantum system. While many proposals of quantum machine learning algorithms are still purely theoretical and require a full-scale universal quantum computer to be tested, others have been implemented on small-scale or special purpose quantum devices. New trends in Machine Learning based on Quantum Computing and Quantum Algorithms Examples on real life applications Illustrative diagrams and coding examples. 2020 Walter de Gruyter GmbH, Berlin/Boston. All rights reserved.
- Source
- Quantum Machine Learning, pp. 1-120.
- Date
- 2020-01-01
- Publisher
- De Gruyter
- Coverage
- Bhattacharyya S., Department of Computer Science and Engineering CHRIST (Deemed to be University), Bangalore, India; Pan I., RCC Institute of Information Technology, Canal South Road, Beliaghata, Kolkata, 700 015, India; Mani A., Amity University Uttar Pradesh, Sector-125, Noida, UP, India; De S., Cooch Behar Government Engineering College Post Ghughumari, Harinchawara, Cooch Behar, West Bengal, 736170, India; Behrman E., Wichita State University, 1845 Fairmount St., Wichita, 67260, United States; Chakrabarti S., Indian Institute of Engineering, Science and Technology Botanic Garden, Shibpur, West Bengal, 711103, India
- Rights
- All Open Access; Green Open Access
- Relation
- ISBN: 978-311067070-7; 978-311067072-1
- Format
- Online
- Language
- English
- Type
- Book
Collection
Citation
Bhattacharyya S.; Pan I.; Mani A.; De S.; Behrman E.; Chakrabarti S., “Quantum machine learning,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 23, 2025, https://archives.christuniversity.in/items/show/17490.