Special Issue "Applications of Quantum Computing in Artificial Intelligence"
A special issue of Axioms (ISSN 2075-1680). This special issue belongs to the section "Mathematical Physics".
Deadline for manuscript submissions: 30 November 2024 | Viewed by 386
Special Issue Editor
Interests: intelligent systems; quantum computing; quantum intelligent systems; evolutionary computation; fuzzy systems; neural networks; deep learning; computational intelligence
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Currently, the computational demands of tackling complex problems often entail handling vast datasets and intricate learning structures, employing neurons, fuzzy logic, and optimization algorithms. Quantum artificial intelligence, an emerging and promising paradigm, seeks to address computationally intractable issues by integrating quantum computing with artificial intelligence. This fusion aims to be exponentially faster than the classical and non-classical methods. At present, various approaches are being explored to achieve this integration; therefore, this Special Issue is dedicated to presenting innovative theoretical and practical proposals within the realm of quantum machine learning. It covers topics, such as quantum learning theory, quantum deep learning, quantum convolutional neural networks, quantum transfer learning, quantum optimization algorithms, and other techniques, that amalgamate quantum computing and learning algorithms. The overarching goal is to contribute to the advancement of this field by showcasing cutting-edge ideas and methodologies.
Prof. Dr. Oscar Humberto Ross
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Axioms is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- quantum machine learning
- quantum intelligent systems
- quantum learning systems
- quantum deep learning
- quantum transfer learning
- quanvolutional neural networks
