Continuous-variable quantum neural networks

18 June 2018

Maria Schuld

Papers citing "Continuous-variable quantum neural networks"

38 / 38 papers shown

Title
QCPINN: Quantum-Classical Physics-Informed Neural Networks for Solving PDEs Afrah Farea Saiful Khan Mustafa Serdar Celebi PINN 64 0 0 20 Mar 2025
Enhancing Circuit Trainability with Selective Gate Activation Strategy Jeihee Cho Junyong Lee Daniel Justice Shiho Kim 49 0 0 17 Mar 2025
QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems Jinjing Shi Zimeng Xiao Heyuan Shi Yu Jiang Xuelong Li AAML 46 2 0 20 Feb 2024
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices Jinyang Li Zhepeng Wang Zhirui Hu Prasanna Date A. Li Weiwen Jiang 32 10 0 19 Jul 2023
Biomarker Discovery with Quantum Neural Networks: A Case-study in CTLA4-Activation Pathways Nam D. Nguyen 23 13 0 15 May 2023
Energy-dependent barren plateau in bosonic variational quantum circuits Bingzhi Zhang Quntao Zhuang 44 5 0 02 May 2023
Challenges and Opportunities in Quantum Machine Learning M. Cerezo Guillaume Verdon Hsin-Yuan Huang L. Cincio Patrick J. Coles VLM 24 406 0 16 Mar 2023
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition Chao-Han Huck Yang Bo-wen Li Yu Zhang Nanxin Chen Tara N. Sainath Sabato Marco Siniscalchi Chin-Hui Lee 29 6 0 02 Nov 2022
On Physics-Informed Neural Networks for Quantum Computers Stefano Markidis PINN 32 18 0 28 Sep 2022
Quantum Multi-Agent Meta Reinforcement Learning Won Joon Yun Jihong Park Joongheon Kim 32 36 0 22 Aug 2022
Slimmable Quantum Federated Learning Won Joon Yun Jae Pyoung Kim Soyi Jung Jihong Park M. Bennis Joongheon Kim 17 28 0 20 Jul 2022
Rapid training of quantum recurrent neural networks M. Siemaszko A. Buraczewski Bertrand Le Saux Magdalena Stobiñska 27 9 0 01 Jul 2022
A walk through of time series analysis on quantum computers Ammar Daskin 13 5 0 02 May 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 54 32 0 10 Mar 2022
Completely Quantum Neural Networks Steve Abel J. C. Criado M. Spannowsky 25 25 0 23 Feb 2022
Experimental quantum advantage with quantum coupon collector Min-Gang Zhou Xiao-Yu Cao Yu-Shuo Lu Yang Wang Yu Bao Zhao Jia Yao Fu Hua‐Lei Yin Zeng-Bing Chen 25 32 0 15 Dec 2021
Towards Efficient Ansatz Architecture for Variational Quantum Algorithms Anbang Wu Gushu Li Yuke Wang Boyuan Feng Yufei Ding Yuan Xie 24 9 0 26 Nov 2021
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 74 52 0 06 Oct 2021
Entangled Datasets for Quantum Machine Learning Louis Schatzki A. Arrasmith Patrick J. Coles M. Cerezo 38 58 0 08 Sep 2021
Recent advances for quantum classifiers Weikang Li D. Deng AAML 41 84 0 30 Aug 2021
Photonic Quantum Policy Learning in OpenAI Gym D. Nagy Zsolt I. Tabi Péter Hága Zsófia Kallus Z. Zimborás 25 7 0 29 Aug 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 27 32 0 06 Jul 2021
The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning Roberto Bondesan Max Welling 42 7 0 08 Mar 2021
Quantum machine learning with adaptive linear optics Ulysse Chabaud D. Markham A. Sohbi 13 21 0 08 Feb 2021
Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images E. H. Houssein Z. Abohashima M. Elhoseny W. M. Mohamed 45 71 0 08 Feb 2021
On the statistical complexity of quantum circuits Kaifeng Bu D. E. Koh Lu Li Qingxian Luo Yaobo Zhang 53 43 0 15 Jan 2021
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 21 45 0 08 Jan 2021
Absence of Barren Plateaus in Quantum Convolutional Neural Networks Arthur Pesah M. Cerezo Samson Wang T. Volkoff A. Sornborger Patrick J. Coles 27 278 0 05 Nov 2020
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 33 725 0 30 Oct 2020
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces Takahiro Goto Quoc Hoan Tran Kohei Nakajima 27 64 0 01 Sep 2020
Reformulation of the No-Free-Lunch Theorem for Entangled Data Sets Kunal Sharma M. Cerezo Zoë Holmes L. Cincio A. Sornborger Patrick J. Coles 24 48 0 09 Jul 2020
The prospects of quantum computing in computational molecular biology C. Outeiral M. Strahm Jiye Shi Garrett M. Morris S. Benjamin Charlotte M. Deane 45 177 0 26 May 2020
Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability T. Hubregtsen Josef Pichlmeier Patrick Stecher K. Bertels 27 13 0 22 Mar 2020
Computer-inspired Quantum Experiments Mario Krenn Manuel Erhard A. Zeilinger 27 73 0 23 Feb 2020
Transfer learning in hybrid classical-quantum neural networks A. Mari T. Bromley J. Izaac Maria Schuld N. Killoran 27 282 0 17 Dec 2019
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine Brian Coyle Daniel Mills V. Danos E. Kashefi 27 155 0 03 Apr 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 27 547 0 27 Feb 2019
Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network Quntao Zhuang Zheshen Zhang 13 96 0 28 Jan 2019