Quantum artificial intelligence: A survey

IF 12.7 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Giovanni Acampora, Angela Chiatto, Roberto Schiattarella, Autilia Vitiello
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引用次数: 0

Abstract

Quantum computing and artificial intelligence are two highly topical fields of research that can benefit from each other’s discoveries by opening a completely new scenario in computation, that of quantum artificial intelligence. Indeed, on the one hand, artificial intelligence algorithms can be made computationally more efficient due to the potential speedup enabled by quantum phenomena; on the other hand, the complex development of quantum computing technologies and methodologies can be properly supported by the use of classical artificial intelligence approaches. The “entanglement” of these two disciplines is opening up completely new directions in computer science research, and this survey aims to provide a systematic and taxonomic overview of the work that has already been done and that which will begin in the near future.
量子人工智能:综述
量子计算和人工智能是两个备受关注的研究领域,它们可以通过打开一个全新的计算场景,即量子人工智能,从彼此的发现中受益。事实上,一方面,由于量子现象带来的潜在加速,人工智能算法可以在计算上更有效率;另一方面,量子计算技术和方法的复杂发展可以通过使用经典的人工智能方法得到适当的支持。这两个学科的“纠缠”为计算机科学研究开辟了全新的方向,本调查旨在对已经完成的工作和在不久的将来将开始的工作提供系统和分类的概述。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computer Science Review
Computer Science Review Computer Science-General Computer Science
CiteScore
32.70
自引率
0.00%
发文量
26
审稿时长
51 days
期刊介绍: Computer Science Review, a publication dedicated to research surveys and expository overviews of open problems in computer science, targets a broad audience within the field seeking comprehensive insights into the latest developments. The journal welcomes articles from various fields as long as their content impacts the advancement of computer science. In particular, articles that review the application of well-known Computer Science methods to other areas are in scope only if these articles advance the fundamental understanding of those methods.
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