Influence of IQT on research in ICT
Abstract
This paper is written by a group of Ph.D. students pursuing their work in different areas of ICT, outside the direct area of Information Quantum Technologies IQT. An ambitious task was undertaken to research, by each co-author, a potential practical influence of the current IQT development on their current work. The research of co-authors span the following areas of ICT: CMOS for IQT, QEC, quantum time series forecasting, IQT in biomedicine. The intention of the authors is to show how quickly the quantum techniques can penetrate in the nearest future other, i.e. their own, areas of ICT.References
@article{Chitambar2019,
issn = {0034-6861},
journal = {Reviews of modern physics},
volume = {91},
number = {2},
year = {2019},
title = {Quantum resource theories},
copyright = {http://arxiv.org/licenses/nonexclusive-distrib/1.0},
language = {eng},
author = {Chitambar, Eric and Gour, Gilad},
keywords = {Physics - Quantum Physics},
}
@misc{CISCO2020,
title = {Post Quantum Security Brief},
year = {2020},
publisher = {CISCO},
author = {CISCO},
}
@article{Preskill2018,
issn = {2521-327X},
journal = {Quantum},
pages = {79},
volume = {2},
publisher = {Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften},
year = {2018},
title = {Quantum Computing in the NISQ era and beyond},
copyright = {http://creativecommons.org/licenses/by/4.0},
language = {eng},
author = {Preskill, John},
}
@misc{Leermakers2019,
year = {2020},
title = {Quantum Alice and Silent Bob: Qubit-based Quantum Key Recycling with almost no classical communication},
copyright = {http://arxiv.org/licenses/nonexclusive-distrib/1.0},
language = {eng},
author = {Leermakers, Daan and Skoric, Boris},
keywords = {Physics - Quantum Physics},
publisher = {arXiv.org},
}
@article{Walter2014,
issn = {0036-8075},
journal = {Science (American Association for the Advancement of Science)},
pages = {1205--1208},
volume = {340},
publisher = {American Association for the Advancement of Science},
number = {6137},
year = {2013},
title = {Entanglement Polytopes: Multiparticle Entanglement from Single-Particle Information},
copyright = {Copyright © 2013 American Association for the Advancement of Science},
language = {eng},
address = {Washington, DC},
author = {WALTER, Michael and DORAN, Brent and GROSS, David and CHRISTANDL, Matthias},
keywords = {Algebra ; Classical and quantum physics: mechanics and fields ; Eigenvalues ; Exact sciences and technology ; Foundations, theory of measurement, miscellaneous theories (including aharonov-bohm effect, bell inequalities, berry's phase) ; General ; Interferometry ; Mathematical problems ; Mathematical vectors ; Matrices ; Physics ; Polytopes ; Properties ; Quantum computation ; Quantum computing ; Quantum entanglement ; Quantum information ; Quantum mechanics ; Quantum states ; REPORTS ; Research ; Tomography},
}
@inproceedings{Wang2021,
author={{Wang, Zewei et al.}},
booktitle={2021 5th IEEE Electron Devices Technology Manufacturing Conference (EDTM)},
title={{Designing EDA-Compatible Cryogenic CMOS Platform for Quantum Computing Applications}},
year={2021},
volume={},
number={},
pages={1-3},
doi={10.1109/EDTM50988.2021.9420957}
}
@book{Stefanovic2008,
title = "Structured Analog Design",
author = {{Stefanovic, Danica and Kayal, Maher}},
year = 2008,
publisher = "Springer Netherlands",
isbn = "978-1-4020-8572-7"
}
@INPROCEEDINGS{Sebastiano2017,
author={{Sebastiano, Fabio et al.}},
booktitle={2017 7th IEEE International Workshop on Advances in Sensors and Interfaces (IWASI)},
title={Cryogenic {CMOS} interfaces for quantum devices},
year={2017},
volume={},
number={},
pages={59-62},
doi={10.1109/IWASI.2017.7974215}
}
@INPROCEEDINGS{Martin2011,
author={{Martin, Patrick and Guellec, Fabrice}},
booktitle={Proceedings of the 18th International Conference Mixed Design of Integrated Circuits and Systems - MIXDES 2011},
title={{MOSFET} modeling for simulation, design and optimization of infrared CMOS image sensors working at cryogenic temperature},
year={2011},
volume={},
number={},
pages={103-106},
doi={}
}
@ARTICLE{Simoen2001,
author={{Simoen, Eddy and Claeys, Cor}},
journal={IEEE Transactions on Electron Devices},
title={Impact of {CMOS} processing steps on the drain current kink of {NMOSFETs} at liquid helium temperature},
year={2001},
volume={48},
number={6},
pages={1207-1215},
doi={10.1109/16.925249}
}
@INPROCEEDINGS{Shin2014,
author={{Shin, Minju et al.}},
booktitle={2014 11th International Workshop on Low Temperature Electronics (WOLTE)},
title={Low temperature characterization of 14nm {FDSOI CMOS} devices},
year={2014},
volume={},
number={},
pages={29-32},
doi={10.1109/WOLTE.2014.6881018}
}
@INPROCEEDINGS{Johnson2009,
author={{Johnson, Erik B. et al.}},
booktitle={2009 IEEE Nuclear Science Symposium Conference Record (NSS/MIC)},
title={Characteristics of {CMOS} avalanche photodiodes at cryogenic temperatures},
year={2009},
volume={},
number={},
pages={2108-2114},
doi={10.1109/NSSMIC.2009.5402104}}
@article{Singh2018,
author = {{Singh, Kirmender and Jain, Piyush}},
year = {2018},
month = {01},
pages = {5-11},
title = {{BSIM3v3 to EKV2.6 Model Parameter Extraction and Optimisation using LM Algorithm on 0.18µ Technology node}},
volume = {64},
journal = {International Journal of Electronics and Telecommunications},
doi = {10.24425/118139}
}
@ARTICLE{Blokhina2020,
author={{Blokhina, Elena and et al.}},
journal={IEEE Access},
title={{CMOS Position-Based Charge Qubits: Theoretical Analysis of Control and Entanglement}},
year={2020},
volume={8},
number={},
pages={4182-4197},
doi={10.1109/ACCESS.2019.2960684}
}
@article{EganLaird2021Fcoa,
issn = {0028-0836},
journal = {Nature (London)},
pages = {281--286},
volume = {598},
publisher = {Nature Publishing Group},
number = {7880},
year = {2021},
title = {Fault-tolerant control of an error-corrected qubit},
copyright = {Copyright 2021 Elsevier B.V., All rights reserved.},
language = {eng},
author = {Egan, Laird and Debroy, Dripto M and Noel, Crystal and Risinger, Andrew and Zhu, Daiwei and Biswas, Debopriyo and Newman, Michael and Li, Muyuan and Brown, Kenneth R and Cetina, Marko and Monroe, Christopher},
keywords = {Engineering research ; Error-correcting codes ; Fault tolerance (Computers) ; Quantum computing ; Research},
}
@article{GambettaJayM2017Blqi,
issn = {2056-6387},
journal = {npj quantum information},
pages = {1--7},
volume = {3},
publisher = {Nature Publishing Group},
number = {1},
year = {2017},
title = {Building logical qubits in a superconducting quantum computing system},
copyright = {Copyright 2020 Elsevier B.V., All rights reserved.},
language = {eng},
address = {London},
author = {Gambetta, Jay M and Chow, Jerry M and Steffen, Matthias},
keywords = {Computers ; Physics - Quantum Physics ; Quantum computing ; Quantum theory},
}
@article{ChenTao2021EGQC,
year = {2021},
title = {Error-Tolerant Geometric Quantum Control for Logical Qubits with Minimal Resource},
copyright = {http://arxiv.org/licenses/nonexclusive-distrib/1.0},
language = {eng},
author = {Chen, Tao and Xue, Zheng-Yuan and Wang, Z. D},
keywords = {Physics - Quantum Physics},
}
@article{ChenTao2020HaRG,
issn = {2331-7019},
journal = {Physical review applied},
volume = {14},
number = {6},
year = {2020},
title = {High-Fidelity and Robust Geometric Quantum Gates that Outperform Dynamical Ones},
copyright = {Copyright 2020 Elsevier B.V., All rights reserved.},
language = {eng},
author = {Chen, Tao and Xue, Zheng-Yuan},
keywords = {Physics - Quantum Physics},
}
@article{BranczykAgataM2007Qcoa,
issn = {1050-2947},
journal = {Physical review. A, Atomic, molecular, and optical physics},
volume = {75},
publisher = {AMER PHYSICAL SOC},
number = {1},
year = {2007},
title = {Quantum control of a single qubit},
copyright = {Copyright 2008 Elsevier B.V., All rights reserved.},
language = {eng},
address = {COLLEGE PK},
author = {Brańczyk, Agata M and Mendonça, Paulo E. M. F and Gilchrist, Alexei and Doherty, Andrew C and Bartlett, Stephen D},
keywords = {Optics ; Physical Sciences ; Physics ; Physics - Quantum Physics ; Physics, Atomic, Molecular & Chemical ; Science & Technology},
}
@article{Faist_2020,
doi = {10.1103/physrevx.10.041018},
url = {https://doi.org/10.1103%2Fphysrevx.10.041018},
year = 2020,
month = {oct},
publisher = {American Physical Society ({APS})},
volume = {10},
number = {4},
author = {Philippe Faist and Sepehr Nezami and Victor V. Albert and Grant Salton and Fernando Pastawski and Patrick Hayden and John Preskill},
title = {Continuous Symmetries and Approximate Quantum Error Correction},
journal = {Physical Review X},
}
@article{YangYuxiang2020OUQE,
year = {2020},
title = {Optimal Universal Quantum Error Correction via Bounded Reference Frames},
copyright = {http://arxiv.org/licenses/nonexclusive-distrib/1.0},
language = {eng},
author = {Yang, Yuxiang and Mo, Yin and Renes, Joseph M and Chiribella, Giulio and Woods, Mischa P},
}
@article{ControlElectronicsImpact2019,
title = {Impact of Classical Control Electronics on Qubit Fidelity},
author = {van Dijk, J.P.G. and Kawakami, E. and Schouten, R.N. and Veldhorst, M. and Vandersypen, L.M.K. and Babaie, M. and Charbon, E. and Sebastiano, F.},
journal = {Phys. Rev. Applied},
volume = {12},
issue = {4},
pages = {044054},
numpages = {20},
year = {2019},
month = {Oct},
publisher = {American Physical Society},
doi = {10.1103/PhysRevApplied.12.044054},
url = {https://link.aps.org/doi/10.1103/PhysRevApplied.12.044054}
}
@book{Pontryagin1962,
author = {Pontryagin, L. S.},
title = {The Mathematical Theory of Optimal Processes},
publisher = {Interscience},
address = {New York},
year = {1962},
}
@article{DingCheng-Yun2021Pngq,
year = {2021},
title = {Path-optimized nonadiabatic geometric quantum computation on superconducting qubits},
copyright = {http://arxiv.org/licenses/nonexclusive-distrib/1.0},
language = {eng},
author = {Ding, Cheng-Yun and Ji, Li-Na and Chen, Tao and Xue, Zheng-Yuan},
keywords = {Physics - Quantum Physics},
}
@article{WangShi-Kuan2006Cwma,
year = {2006},
title = {Continuous weak measurement and feedback control of a solid-state charge qubit: physical unravelling of non-Lindblad master equation},
language = {eng},
author = {Wang, Shi-Kuan and Jin, Jinshuang and Li, Xin-Qi},
keywords = {Physics - Mesoscale and Nanoscale Physics},
}
@article{LevineHarry2018HCaE,
issn = {0031-9007},
journal = {Physical review letters},
pages = {123603--123603},
volume = {121},
publisher = {AMER PHYSICAL SOC},
number = {12},
year = {2018},
title = {High-Fidelity Control and Entanglement of Rydberg-Atom Qubits},
copyright = {Copyright 2018 Elsevier B.V., All rights reserved.},
language = {eng},
address = {COLLEGE PK},
author = {Levine, Harry and Keesling, Alexander and Omran, Ahmed and Bernien, Hannes and Schwartz, Sylvain and Zibrov, Alexander S and Endres, Manuel and Greiner, Markus and Vuletić, Vladan and Lukin, Mikhail D},
keywords = {Physical Sciences ; Physics ; Physics, Multidisciplinary ; Science & Technology},
}
@article{EastinBryan2009Rote,
issn = {0031-9007},
journal = {Physical review letters},
pages = {110502--110502},
volume = {102},
publisher = {AMER PHYSICAL SOC},
number = {11},
year = {2009},
title = {Restrictions on transversal encoded quantum gate sets},
copyright = {Copyright 2009 Elsevier B.V., All rights reserved.},
language = {eng},
address = {COLLEGE PK},
author = {Eastin, Bryan and Knill, Emanuel},
keywords = {Physical Sciences ; Physics ; Physics - Quantum Physics ; Physics, Multidisciplinary ; Science & Technology},
}
@article{JonesN2012,
issn = {2160-3308},
journal = {Physical review. X},
pages = {031007},
volume = {2},
publisher = {American Physical Society},
number = {3},
year = {2012},
title = {Layered Architecture for Quantum Computing},
copyright = {2012. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.},
language = {eng},
address = {College Park},
author = {Jones, N. Cody and Van Meter, Rodney and Fowler, Austin G. and McMahon, Peter L. and Kim, Jungsang and Ladd, Thaddeus D. and Yamamoto, Yoshihisa},
keywords = {Algorithms ; Circuit design ; Complexity ; Computer architecture ; Computers ; Error correcting codes ; Error correction ; Error correction & detection ; Fault tolerance ; Gates (circuits) ; Hardware ; Mechanical systems ; Optical control ; Physics - Quantum Physics ; Quantum chemistry ; Quantum computers ; Quantum computing ; Quantum dots ; Quantum mechanics ; Quantum theory ; Qubits (quantum computing) ; Questions ; Simulation ; Subsystems},
}
@article{ShibataTaiki2021MOfN,
issn = {0937-9347},
journal = {Applied magnetic resonance},
year = {2021},
title = {Molecular Optimization for Nuclear Spin State Control via a Single Electron Spin Qubit by Optimal Microwave Pulses: Quantum Control of Molecular Spin Qubits},
copyright = {Copyright 2021 Elsevier B.V., All rights reserved.},
language = {eng},
author = {Shibata, Taiki and Yamamoto, Satoru and Nakazawa, Shigeaki and Lapasar, Elham Hosseini and Sugisaki, Kenji and Maruyama, Koji and Toyota, Kazuo and Shiomi, Daisuke and Sato, Kazunobu and Takui, Takeji},
}
@Article{Shenoy2020,
author={Shenoy, Kishore S.
and Sheth, Dev Y.
and Behera, Bikash K.
and Panigrahi, Prasanta K.},
title={Demonstration of a measurement-based adaptation protocol with quantum reinforcement learning on the IBM Q experience platform},
journal={Quantum Information Processing},
year={2020},
month={Apr},
day={02},
volume={19},
number={5},
pages={161},
issn={1573-1332},
doi={10.1007/s11128-020-02657-x},
url={https://doi.org/10.1007/s11128-020-02657-x}
}
@article{Kober2013,
author = {Jens Kober and J. Andrew Bagnell and Jan Peters},
title ={Reinforcement learning in robotics: A survey},
journal = {The International Journal of Robotics Research},
volume = {32},
number = {11},
pages = {1238-1274},
year = {2013},
doi = {10.1177/0278364913495721},
URL = {
https://doi.org/10.1177/0278364913495721
},
eprint = {
https://doi.org/10.1177/0278364913495721
}
}
@article{Shao2019,
author = {Kun Shao and
Zhentao Tang and
Yuanheng Zhu and
Nannan Li and
Dongbin Zhao},
title = {A Survey of Deep Reinforcement Learning in Video Games},
journal = {CoRR},
volume = {abs/1912.10944},
year = {2019},
url = {http://arxiv.org/abs/1912.10944},
eprinttype = {arXiv},
eprint = {1912.10944},
timestamp = {Tue, 01 Sep 2020 23:31:48 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-10944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{UcCetina2021,
author = {V{'{i}}ctor Uc{-}Cetina and
Nicol{'{a}}s Navarro{-}Guerrero and
Anabel Mart{'{i}}n{-}Gonz{'{a}}lez and
Cornelius Weber and
Stefan Wermter},
title = {Survey on reinforcement learning for language processing},
journal = {CoRR},
volume = {abs/2104.05565},
year = {2021},
url = {https://arxiv.org/abs/2104.05565},
eprinttype = {arXiv},
eprint = {2104.05565},
timestamp = {Tue, 08 Jun 2021 18:13:52 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@Article{DulacArnold2021,
author={Dulac-Arnold, Gabriel
and Levine, Nir
and Mankowitz, Daniel J.
and Li, Jerry
and Paduraru, Cosmin
and Gowal, Sven
and Hester, Todd},
title={Challenges of real-world reinforcement learning: definitions, benchmarks and analysis},
journal={Machine Learning},
year={2021},
month={Sep},
day={01},
volume={110},
number={9},
pages={2419-2468},
issn={1573-0565},
doi={10.1007/s10994-021-05961-4},
url={https://doi.org/10.1007/s10994-021-05961-4}
}
@article{Dong2008,
doi = {10.1109/tsmcb.2008.925743},
url = {https://doi.org/10.1109%2Ftsmcb.2008.925743},
year = 2008,
month = {oct},
publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},
volume = {38},
number = {5},
pages = {1207--1220},
author = {Daoyi Dong and Chunlin Chen and Hanxiong Li and Tzyh-Jong Tarn},
title = {Quantum Reinforcement Learning},
journal = {{IEEE} Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)}
}
@article{Dunjko2016,
title = {Quantum-Enhanced Machine Learning},
author = {Dunjko, Vedran and Taylor, Jacob M. and Briegel, Hans J.},
journal = {Phys. Rev. Lett.},
volume = {117},
issue = {13},
pages = {130501},
numpages = {6},
year = {2016},
month = {Sep},
publisher = {American Physical Society},
doi = {10.1103/PhysRevLett.117.130501},
url = {https://link.aps.org/doi/10.1103/PhysRevLett.117.130501}
}
@article{RyanAnderson2021,
title = {Realization of Real-Time Fault-Tolerant Quantum Error Correction},
author = {Ryan-Anderson, C. and Bohnet, J. G. and Lee, K. and Gresh, D. and Hankin, A. and Gaebler, J. P. and Francois, D. and Chernoguzov, A. and Lucchetti, D. and Brown, N. C. and Gatterman, T. M. and Halit, S. K. and Gilmore, K. and Gerber, J. A. and Neyenhuis, B. and Hayes, D. and Stutz, R. P.},
journal = {Phys. Rev. X},
volume = {11},
issue = {4},
pages = {041058},
numpages = {29},
year = {2021},
month = {Dec},
publisher = {American Physical Society},
doi = {10.1103/PhysRevX.11.041058},
url = {https://link.aps.org/doi/10.1103/PhysRevX.11.041058}
}
@article{Flamini2020,
doi = {10.1088/1367-2630/ab783c},
url = {https://doi.org/10.1088/1367-2630/ab783c},
year = 2020,
month = {apr},
publisher = {{IOP} Publishing},
volume = {22},
number = {4},
pages = {045002},
author = {Fulvio Flamini and Arne Hamann and Sofi{`{e}}ne Jerbi and Lea M Trenkwalder and Hendrik Poulsen Nautrup and Hans J Briegel},
title = {Photonic architecture for reinforcement learning},
journal = {New Journal of Physics},
}
@article{Kaelbling1996,
author = {Leslie Pack Kaelbling and
Michael L. Littman and
Andrew W. Moore},
title = {Reinforcement Learning: {A} Survey},
journal = {CoRR},
volume = {cs.AI/9605103},
year = {1996},
url = {https://arxiv.org/abs/cs/9605103},
timestamp = {Fri, 10 Jan 2020 12:58:17 +0100},
biburl = {https://dblp.org/rec/journals/corr/cs-AI-9605103.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{Nielsen2011,
author = {Nielsen, Michael A. and Chuang, Isaac L.},
title = {Quantum Computation and Quantum Information: 10th Anniversary Edition},
year = {2011},
isbn = {1107002176},
publisher = {Cambridge University Press},
address = {USA},
edition = {10th},
}
@misc{Wu2020,
doi = {10.48550/ARXIV.2012.10711},
url = {https://arxiv.org/abs/2012.10711},
author = {Wu, Shaojun and Jin, Shan and Wen, Dingding and Wang, Xiaoting},
keywords = {Quantum Physics (quant-ph), Machine Learning (cs.LG), FOS: Physical sciences, FOS: Physical sciences, FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Quantum reinforcement learning in continuous action space},
publisher = {arXiv},
year = {2020},
copyright = {Creative Commons Attribution 4.0 International}
}
@misc{Kwak2021,
doi = {10.48550/ARXIV.2108.06849},
url = {https://arxiv.org/abs/2108.06849},
author = {Kwak, Yunseok and Yun, Won Joon and Jung, Soyi and Kim, Jong-Kook and Kim, Joongheon},
keywords = {Machine Learning (cs.LG), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation},
publisher = {arXiv},
year = {2021},
copyright = {Creative Commons Attribution 4.0 International}
}
@misc{Chen2019,
doi = {10.48550/ARXIV.1907.00397},
url = {https://arxiv.org/abs/1907.00397},
author = {Chen, Samuel Yen-Chi and Yang, Chao-Han Huck and Qi, Jun and Chen, Pin-Yu and Ma, Xiaoli and Goan, Hsi-Sheng},
keywords = {Machine Learning (cs.LG), Artificial Intelligence (cs.AI), Quantum Physics (quant-ph), Machine Learning (stat.ML), FOS: Computer and information sciences, FOS: Computer and information sciences, FOS: Physical sciences, FOS: Physical sciences},
title = {Variational Quantum Circuits for Deep Reinforcement Learning},
publisher = {arXiv},
year = {2019},
copyright = {Creative Commons Attribution 4.0 International}
}
@article{Du2020,
doi = {10.1103/physrevresearch.2.033125},
url = {https://doi.org/10.1103%2Fphysrevresearch.2.033125},
year = 2020,
month = {jul},
publisher = {American Physical Society ({APS})},
volume = {2},
number = {3},
author = {Yuxuan Du and Min-Hsiu Hsieh and Tongliang Liu and Dacheng Tao},
title = {Expressive power of parametrized quantum circuits},
journal = {Physical Review Research}
}
@Article{Li2020,
author={Li, Ji-An
and Dong, Daoyi
and Wei, Zhengde
and Liu, Ying
and Pan, Yu
and Nori, Franco
and Zhang, Xiaochu},
title={Quantum reinforcement learning during human decision-making},
journal={Nature Human Behaviour},
year={2020},
month={Mar},
day={01},
volume={4},
number={3},
pages={294-307},
issn={2397-3374},
doi={10.1038/s41562-019-0804-2},
url={https://doi.org/10.1038/s41562-019-0804-2}
}
@article{esling2012time,
title={Time-series data mining},
author={Esling, Philippe and Agon, Carlos},
journal={ACM Computing Surveys (CSUR)},
volume={45},
number={1},
pages={1--34},
year={2012},
publisher={ACM New York, NY, USA}
}
@article{de200625,
title={25 years of time series forecasting},
author={De Gooijer, Jan G and Hyndman, Rob J},
journal={International journal of forecasting},
volume={22},
number={3},
pages={443--473},
year={2006},
publisher={Elsevier}
}
@article{cerqueira2019machine,
title={Machine learning vs statistical methods for time series forecasting: Size matters},
author={Cerqueira, Vitor and Torgo, Luis and Soares, Carlos},
journal={arXiv preprint arXiv:1909.13316},
year={2019}
}
@article{lim2021time,
title={Time-series forecasting with deep learning: a survey},
author={Lim, Bryan and Zohren, Stefan},
journal={Philosophical Transactions of the Royal Society A},
volume={379},
number={2194},
pages={20200209},
year={2021},
publisher={The Royal Society Publishing}
}
@article{hajirahimi2019hybrid,
title={Hybrid structures in time series modeling and forecasting: A review},
author={Hajirahimi, Zahra and Khashei, Mehdi},
journal={Engineering Applications of Artificial Intelligence},
volume={86},
pages={83--106},
year={2019},
publisher={Elsevier}
}
@inproceedings{azevedo2007application,
title={The application of qubit neural networks for time series forecasting with automatic phase adjustment mechanism},
author={Azevedo, Carlos RB and Ferreira, Tiago AE},
booktitle={Proc. XXVII Congr. Brazilian Comput. Sci. Soc.(VI Nat. Meeting Artif. Intell.)},
volume={2007},
pages={1112--1121},
year={2007}
}
@article{benedetti2019parameterized,
title={Parameterized quantum circuits as machine learning models},
author={Benedetti, Marcello and Lloyd, Erika and Sack, Stefan and Fiorentini, Mattia},
journal={Quantum Science and Technology},
volume={4},
number={4},
pages={043001},
year={2019},
publisher={IOP Publishing}
}
@article{emmanoulopoulos2022quantum,
title={Quantum Machine Learning in Finance: Time Series Forecasting},
author={Emmanoulopoulos, Dimitrios and Dimoska, Sofija},
journal={arXiv preprint arXiv:2202.00599},
year={2022}
}
@article{singh2021fqtsfm,
title={FQTSFM: A fuzzy-quantum time series forecasting model},
author={Singh, Pritpal},
journal={Information Sciences},
volume={566},
pages={57--79},
year={2021},
publisher={Elsevier}
}
@article{singh2019hybrid,
title={A hybrid fuzzy quantum time series and linear programming model: Special application on TAIEX index dataset},
author={Singh, Pritpal and Dhiman, Gaurav and Guo, Sen and Maini, Ritika and Kaur, Harsimran and Kaur, Amandeep and Kaur, Harmanpreet and Singh, Jaswinder and Singh, Napinder},
journal={Modern Physics Letters A},
volume={34},
number={25},
pages={1950201},
year={2019},
publisher={World Scientific}
}
@article{feng2020monthly,
title={Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization},
author={Feng, Zhong-kai and Niu, Wen-jing and Tang, Zheng-yang and Jiang, Zhi-qiang and Xu, Yang and Liu, Yi and Zhang, Hai-rong},
journal={Journal of Hydrology},
volume={583},
pages={124627},
year={2020},
publisher={Elsevier}
}
@article{eurheartj,
author = {Bruining, Nico and Barendse, Rogier and Cummins, Paul},
title = "{The future of computers in cardiology: ‘the connected patient’?}",
journal = {European Heart Journal},
volume = {38},
number = {23},
pages = {1781-1794},
year = {2017},
month = {06},
issn = {0195-668X},
doi = {10.1093/eurheartj/ehx264},
}
@INPROCEEDINGS{9116502,
author={Bertels, K. and Sarkar, A. and Hubregtsen., T. and Serrao, M. and Mouedenne, A. A. and Yadav, A. and Krol, A. and Ashraf, I.},
booktitle={2020 Design, Automation Test in Europe Conference Exhibition (DATE)},
title={Quantum Computer Architecture: Towards Full-Stack Quantum Accelerators},
year={2020},
volume={},
number={},
pages={1-6},
doi={10.23919/DATE48585.2020.9116502}}
@InProceedings{pmlr-v84-srinivasan18a,
title = {Learning Hidden Quantum Markov Models},
author = {Srinivasan, Siddarth and Gordon, Geoff and Boots, Byron},
booktitle = {Proceedings of the Twenty-First International Conference on Artificial Intelligence and Statistics},
pages = {1979-1987},
year = {2018},
editor = {Storkey, Amos and Perez-Cruz, Fernando},
volume = {84},
series = {Proceedings of Machine Learning Research},
month = {4},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v84/srinivasan18a/srinivasan18a.pdf},
url = {https://proceedings.mlr.press/v84/srinivasan18a.html},
}
@article{Emani2021,
author = {Prashant S., Emani and Jonathan, Warrell and Alan, Anticevic and Stefan, Bekiranov and Michael, Gandal and Michael J., McConnell and Guillermo, Sapiro and Alán, Aspuru-Guzik and Justin T., Baker and Matteo, Bastiani and John D., Murray and Stamatios N., Sotiropoulos and Jacob, Taylor and Geetha, Senthil and Thomas, Lehner and Mark B., Gerstein and Aram W., Harrow},
title = "{Quantum computing at the frontiers of biological sciences}",
journal = {Nature Methods},
volume = {18},
pages = {701-709},
year = {2021},
month = {01},
doi = {10.1038/s41592-020-01004-3},
}
@article{Peruzzo2014,
author = {Alberto, Peruzzo and Jarrod, McClean and Peter, Shadbolt and Man-Hong, Yung and Xiao-Qi, Zhou and Peter J., Love and Alán, Aspuru-Guzik and Jeremy L., O’Brien},
title = "{A variational eigenvalue solver on a photonic quantum processor}",
journal = {Nature Communications},
volume = {5},
number={4213},
year = {2014},
month = {07},
doi = {10.1038/ncomms5213},
}
@article{Fedorov2022,
author = {Dmitry A., Fedorov and Bo, Peng and Niranjan, Govind and Yuri, Alexeev},
title = "{VQE method: a short survey and recent developments}",
journal = {Matherials Theory},
volume = {6},
number={2},
year = {2022},
month = {01},
doi = {10.1186/s41313-021-00032-6},
}
@article{Song2018,
author = {Yang Song and Yu-Dong Zhang and Xu Yan and Hui Liu and Minxiong Zhou and Bingwen Hu and Guang Yang},
title = "{Computer-aided diagnosis of prostate cancer using a deep convolutional neural network from multiparametric MRI}",
journal = {J. Magn. Reson. Imaging},
volume = {48},
number={6},
year = {2018},
month = {12},
doi = {10.1002/jmri.26047},
}
@article{Outeiral2020,
author = {Outeiral, Carlos and Strahm, Martin and Shi, Jiye and Morris, Garrett and Benjamin, Simon and Deane, Charlotte},
year = {2020},
month = {05},
pages = {},
title = {The prospects of quantum computing in computational molecular biology},
volume = {11},
journal = {Wiley Interdisciplinary Reviews: Computational Molecular Science},
doi = {10.1002/wcms.1481}
}
@ARTICLE{Abdullah2022,
author={Abdullah, Abdullah A. and Hassan, Masoud M. and Mustafa, Yaseen T.},
journal={IEEE Access},
title={A Review on Bayesian Deep Learning in Healthcare: Applications and Challenges},
year={2022},
volume={10},
number={},
pages={36538-36562},
doi={10.1109/ACCESS.2022.3163384}
}
@ARTICLE{Cao2018,
author={Cao, Y. and Romero, J. and Aspuru-Guzik, A.},
journal={IBM Journal of Research and Development},
title={Potential of quantum computing for drug discovery},
year={2018},
volume={62},
number={6},
pages={6:1-6:20},
doi={10.1147/JRD.2018.2888987}
}
Downloads
Published
Issue
Section
License
Copyright (c) 2022 International Journal of Electronics and Telecommunications
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
1. License
The non-commercial use of the article will be governed by the Creative Commons Attribution license as currently displayed on https://creativecommons.org/licenses/by/4.0/.
2. Author’s Warranties
The author warrants that the article is original, written by stated author/s, has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third party rights, and that any necessary written permissions to quote from other sources have been obtained by the author/s. The undersigned also warrants that the manuscript (or its essential substance) has not been published other than as an abstract or doctorate thesis and has not been submitted for consideration elsewhere, for print, electronic or digital publication.
3. User Rights
Under the Creative Commons Attribution license, the author(s) and users are free to share (copy, distribute and transmit the contribution) under the following conditions: 1. they must attribute the contribution in the manner specified by the author or licensor, 2. they may alter, transform, or build upon this work, 3. they may use this contribution for commercial purposes.
4. Rights of Authors
Authors retain the following rights:
- copyright, and other proprietary rights relating to the article, such as patent rights,
- the right to use the substance of the article in own future works, including lectures and books,
- the right to reproduce the article for own purposes, provided the copies are not offered for sale,
- the right to self-archive the article
- the right to supervision over the integrity of the content of the work and its fair use.
5. Co-Authorship
If the article was prepared jointly with other authors, the signatory of this form warrants that he/she has been authorized by all co-authors to sign this agreement on their behalf, and agrees to inform his/her co-authors of the terms of this agreement.
6. Termination
This agreement can be terminated by the author or the Journal Owner upon two months’ notice where the other party has materially breached this agreement and failed to remedy such breach within a month of being given the terminating party’s notice requesting such breach to be remedied. No breach or violation of this agreement will cause this agreement or any license granted in it to terminate automatically or affect the definition of the Journal Owner. The author and the Journal Owner may agree to terminate this agreement at any time. This agreement or any license granted in it cannot be terminated otherwise than in accordance with this section 6. This License shall remain in effect throughout the term of copyright in the Work and may not be revoked without the express written consent of both parties.
7. Royalties
This agreement entitles the author to no royalties or other fees. To such extent as legally permissible, the author waives his or her right to collect royalties relative to the article in respect of any use of the article by the Journal Owner or its sublicensee.
8. Miscellaneous
The Journal Owner will publish the article (or have it published) in the Journal if the article’s editorial process is successfully completed and the Journal Owner or its sublicensee has become obligated to have the article published. Where such obligation depends on the payment of a fee, it shall not be deemed to exist until such time as that fee is paid. The Journal Owner may conform the article to a style of punctuation, spelling, capitalization and usage that it deems appropriate. The Journal Owner will be allowed to sublicense the rights that are licensed to it under this agreement. This agreement will be governed by the laws of Poland.
By signing this License, Author(s) warrant(s) that they have the full power to enter into this agreement. This License shall remain in effect throughout the term of copyright in the Work and may not be revoked without the express written consent of both parties.
