15 papers · ranked by Valyu relevance
Amine Zeguendry, Zahi Jarir, Mohamed Quafafou, Andreas Wichert
Despite its undeniable success, classical machine learning remains a resource-intensive process. Practical computational efforts for training state-of-the-art models can now only be handled by high speed computer hardware. As this trend is expected to continue, it should come as no surprise that an increasing number of…
Koustubh Phalak, Avimita Chatterjee, Swaroop Ghosh, Yutaka Shikano + 1 more
'Masazumi Fujiwara'] Quantum Random Access Memory (QRAM) has the potential to revolutionize the area of quantum computing. QRAM uses quantum computing principles to store and modify quantum or classical data efficiently, greatly accelerating a wide range of computer processes. Despite its importance, there is a lack of…
Eunmi Chae, Joonhee Choi, Junki Kim
An elementary review on principles of qubits and their prospects for quantum computing is provided. Due to its rapid development, quantum computing has attracted considerable attention as a core technology for the next generation and has demonstrated its potential in simulations of exotic materials, molecular…
Niklas Johansson, Jan-Åke Larsson
Query complexity is a common tool for comparing quantum and classical computation, and it has produced many examples of how quantum algorithms differ from classical ones. Here we investigate in detail the role that oracles play for the advantage of quantum algorithms. We do so by using a simulation framework, Quantum…
Viv Kendon
Computational methods are the most effective tools we have besides scientific experiments to explore the properties of complex biological systems. Progress is slowing because digital silicon computers have reached their limits in terms of speed. Other types of computation using radically different architectures…
Guang-Can Guo, Mingsheng Ying
At the beginning of the 1980s, quantum computing was born to noble parents-Quantum Mechanics and Computer Science, two of the greatest intellectual triumphs of the twentieth century-with Richard Feynman and David Deutsch among its midwives. Theoretical research over the last 40 years revealed that quantum computers can…
Benjamin A. Cordier, Nicolas P. D. Sawaya, Gian Giacomo Guerreschi, Shannon K. McWeeney
'Shannon K. McWeeney'] Quantum computing holds substantial potential for applications in biology and medicine, spanning from the simulation of biomolecules to machine learning methods for subtyping cancers on the basis of clinical features. This potential is encapsulated by the concept of a quantum advantage, which is…
Federico Holik, Giuseppe Sergioli, Hector Freytes, Angel Plastino
In this work we advance a generalization of quantum computational logics capable of dealing with some important examples of quantum algorithms. We outline an algebraic axiomatization of these structures.
Francesco Bova, Avi Goldfarb, Roger G. Melko
Despite the scientific and engineering challenges facing the development of quantum computers, considerable progress is being made toward applying the technology to commercial applications. In this article, we discuss the solutions that some companies are already building using quantum hardware. Framing these as…
Frederik F. Flöther, Daniel Blankenberg, Maria Demidik, Karl Jansen + 6 more
'Raga Krishnakumar' 'Rajiv Krishnakumar' 'Nouamane Laanait' 'Laxmi Parida' 'Carl Y. Saab' 'Filippo Utro'] Title: Summary Biomarkers play a central role in medicine’s gradual progress toward proactive, personalized precision diagnostics and interventions. However, finding biomarkers that provide very early indicators of…
Man-Hong Yung
Quantum computation was envisioned by Feynman as a valuable means of solving quantum problems . The question is, how do we prove the superiority of quantum computing over classical devices? A common misconception in describing the power of a quantum computer over a classical computer is that quantum bits can be…
Junchao Wang, Guoping Guo, Zheng Shan, Hichem Eleuch + 3 more
'Mahmoud Abdel-Aty' 'Abdel-Haleem Abdel-Aty' 'Giuliano Benenti'] The quantum computer has been claimed to show more quantum advantage than the classical computer in solving some specific problems. Many companies and research institutes try to develop quantum computers with different physical implementations. Currently…
Mariam Akter Mimona, Md Hosne Mobarak, Emtiuz Ahmed, Farzana Kamal + 1 more
'Mehedi Hasan'] This review paper examines the crucial role of nanowires in the field of quantum computing, highlighting their importance as versatile platforms for qubits and vital building blocks for creating fault-tolerant and scalable quantum information processing systems. Researchers are studying many categories…
Diljot Singh, Omana J., Smrithy G. S.
The rapid commercialization of generative artificial intelligence (AI), along with the maturation of quantum technologies has raised a question: can quantum-powered neural networks become the next major shift in large language model (LLM) technology? This naturally leads to another misconception that quantum systems…
Federico Hernán Holik, Arkady Plotnitsky, Gregg Jaeger
In this work, we focus on the philosophical aspects and technical challenges that underlie the axiomatization of the non-Kolmogorovian probability framework, in connection with the problem of quantum contextuality. This fundamental feature of quantum theory has received a lot of attention recently, given that it might…