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A strategy for quantum algorithm design assisted by machine learning

open access: yesNew Journal of Physics, 2014
We propose a method for quantum algorithm design assisted by machine learning. The method uses a quantum–classical hybrid simulator, where a ‘quantum student’ is being taught by a ‘classical teacher’. In other words, in our method, the learning system is
Jeongho Bang   +4 more
doaj   +2 more sources

Implementation and Performance Evaluation of Quantum-Inspired Clustering Scheme for Energy-Efficient WSNs [PDF]

open access: yesSensors
Advancements in communication technologies and the proliferation of smart devices have significantly increased the demand for wireless sensor networks (WSNs). These networks play an important role in the IoT environment.
Chindiyababy Uthayakumar   +3 more
doaj   +2 more sources

Experimental study on the quantum search algorithm over structured datasets using IBMQ experience

open access: yesJournal of King Saud University: Computer and Information Sciences, 2022
In this work, a quantum search algorithm over structured datasets is proposed. Subsequently, the algorithm is executed on a real chip quantum computer developed by IBM Quantum experience (IBMQ). QISKit, the software platform developed by IBM, is used for
Kunal Das, Arindam Sadhu
doaj   +1 more source

Quantum Linear System Algorithm for General Matrices in System Identification

open access: yesEntropy, 2022
Solving linear systems of equations is one of the most common and basic problems in classical identification systems. Given a coefficient matrix A and a vector b, the ultimate task is to find the solution x such that Ax=b.
Kai Li   +6 more
doaj   +1 more source

Quantum K-nearest neighbors classification algorithm based on Mahalanobis distance

open access: yesFrontiers in Physics, 2022
Mahalanobis distance is a distance measure that takes into account the relationship between features. In this paper, we proposed a quantum KNN classification algorithm based on the Mahalanobis distance, which combines the classical KNN algorithm with ...
Li-Zhen Gao   +5 more
doaj   +1 more source

Optimal Multi-Bit Toffoli Gate Synthesis

open access: yesIEEE Access, 2023
Multi-bit Toffoli gates form an essential quantum gate class for quantum algorithms. They should be efficiently decomposed into elementary single- or multi-qubit quantum gates, such as CNOT, T, and Hadarmard, for a scalable implementation of a quantum ...
Young-Min Jun, In-Chan Choi
doaj   +1 more source

Quantum Misuse Attack on Frodo

open access: yesEntropy, 2022
Research on the security of lattice-based public-key encryption schemes against misuse attacks is an important part of the cryptographic assessment of the National Institute of Standards and Technology (NIST) post-quantum cryptography (PQC ...
Yaru Wang, Haodong Jiang, Zhi Ma
doaj   +1 more source

Quantum Modular Multiplication

open access: yesIEEE Access, 2020
Quantum modular multiplication circuit is one of the basic quantum computation circuits which are basic functions in quantum algorithms. However, since quantum-quantum modular multipliers require a high cost reversible modular inversion routine for ...
Seong-Min Cho   +4 more
doaj   +1 more source

Deploying hybrid quantum-secured infrastructure for applications: When quantum and post-quantum can work together

open access: yesFrontiers in Quantum Science and Technology, 2023
Most currently used cryptographic tools for protecting data are based on certain computational assumptions, which makes them vulnerable with respect to technological and algorithmic developments, such as quantum computing.
Aleksey K. Fedorov, Aleksey K. Fedorov
doaj   +1 more source

Quantum Modular Adder over GF(2n − 1) without Saving the Final Carry

open access: yesApplied Sciences, 2021
Addition is the most basic operation of computing based on a bit system. There are various addition algorithms considering multiple number systems and hardware, and studies for a more efficient addition are still ongoing.
Aeyoung Kim   +4 more
doaj   +1 more source

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