Challenges and Opportunities: Quantum Computing in Machine Learning
- Title
- Challenges and Opportunities: Quantum Computing in Machine Learning
- Creator
- Shubham; Sajwan P.; Jayapandian N.
- Description
- Many computing applications are being developed and applied in almost every aspect of life and in every discipline. With increasing number of problems and complexities, there is requirement for more computational power, faster speed and better results. To overcome these computational barriers, quantum computers, which are based on principles of quantum mechanics were introduced. Faster computation is the main reason behind the evolution of quantum computers which is achieved by using quantum bits instead of bits as quantum bits store both the values 1 and 0 together in superposition. The article focuses on basics of quantum computing in brief and the underlying phenomenon behind quantum computers. Also this article exposes recent trends and the problems that are being faced in this quantum technology. The major impact of quantum machine learning is also discussed. The quantum machine learning is providing better application in this modern field. This article analyses the different research gaps and possible solutions in quantum computing. Recent days quantum computing is implemented in different applications which is also described. 2019 IEEE.
- Source
- Proceedings of the 3rd International Conference on I-SMAC IoT in Social, Mobile, Analytics and Cloud, I-SMAC 2019, pp. 598-602.
- Date
- 2019-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- Classical Computing; Computing; Data Analyzes; Machine Learning; Quantum Computing
- Coverage
- Shubham, CSE, CHRIST (Deemed to Be University), Kengeri Campus, Bangalore, India; Sajwan P., CSE, CHRIST (Deemed to Be University), Kengeri Campus, Bangalore, India; Jayapandian N., CSE, CHRIST (Deemed to Be University), Kengeri Campus, Bangalore, India
- Rights
- Restricted Access
- Relation
- ISBN: 978-172814365-1
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Shubham; Sajwan P.; Jayapandian N., “Challenges and Opportunities: Quantum Computing in Machine Learning,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/20766.