Continuous-variable quantum neural networks

18 June 2018

Maria Schuld

Papers citing "Continuous-variable quantum neural networks"

50 / 86 papers shown

Title
Quantum-Evolutionary Neural Networks for Multi-Agent Federated Learning Aarav Lala Kalyan Cherukuri 41 0 0 16 May 2025
QCPINN: Quantum-Classical Physics-Informed Neural Networks for Solving PDEs Afrah Farea Saiful Khan Mustafa Serdar Celebi PINN 165 0 0 20 Mar 2025
Enhancing Circuit Trainability with Selective Gate Activation Strategy Jeihee Cho Junyong Lee Daniel Justice Shiho Kim 106 0 0 17 Mar 2025
Quantum-data-driven dynamical transition in quantum learning Bingzhi Zhang Junyu Liu Liang Jiang Quntao Zhuang 92 1 0 02 Oct 2024
Photonic Quantum Computers M. AbuGhanem 101 4 0 12 Sep 2024
TriQXNet: Forecasting Dst Index from Solar Wind Data Using an Interpretable Parallel Classical-Quantum Framework with Uncertainty Quantification Md Abrar Jahin M. F. Mridha Zeyar Aung Nilanjan Dey R. Sherratt 55 1 0 09 Jul 2024
Hybrid Classical-Quantum architecture for vectorised image classification of hand-written sketches Y. Cordero S. Biswas F. Vilarino M. Bilkis VLM 80 0 0 08 Jul 2024
Graph Neural Networks for Parameterized Quantum Circuits Expressibility Estimation Shammi Aktar Andreas Bartschi Diane Oyen S. Eidenbenz Abdel-Hameed A. Badawy 46 2 0 13 May 2024
What is Quantum Parallelism, Anyhow? Stefano Markidis 48 4 0 12 May 2024
QuanTest: Entanglement-Guided Testing of Quantum Neural Network Systems Jinjing Shi Zimeng Xiao Heyuan Shi Yu Jiang Xuelong Li AAML 84 1 0 20 Feb 2024
Arbitrary Polynomial Separations in Trainable Quantum Machine Learning Eric R. Anschuetz Xun Gao 72 4 0 13 Feb 2024
QAmplifyNet: Pushing the Boundaries of Supply Chain Backorder Prediction Using Interpretable Hybrid Quantum-Classical Neural Network Md Abrar Jahin Md Sakib Hossain Shovon M. Islam Jungpil Shin M. F. Mridha Y. Okuyama GNN 68 20 0 24 Jul 2023
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 70 10 0 19 Jul 2023
Quantum Machine Learning on Near-Term Quantum Devices: Current State of Supervised and Unsupervised Techniques for Real-World Applications Yaswitha Gujju A. Matsuo Raymond H. Putra 63 25 0 03 Jul 2023
Biomarker Discovery with Quantum Neural Networks: A Case-study in CTLA4-Activation Pathways Nam D. Nguyen 48 13 0 15 May 2023
Energy-dependent barren plateau in bosonic variational quantum circuits Bingzhi Zhang Quntao Zhuang 62 6 0 02 May 2023
Challenges and Opportunities in Quantum Machine Learning M. Cerezo Guillaume Verdon Hsin-Yuan Huang L. Cincio Patrick J. Coles VLM 70 445 0 16 Mar 2023
Variational Quantum Neural Networks (VQNNS) in Image Classification Meghashrita Das T. Bolisetti 78 4 0 10 Mar 2023
On the Behaviour of Pulsed Qubits and their Application to Feed Forward Networks Matheus Hammes A. Robles-Kelly 40 1 0 21 Feb 2023
Fourier series weight in quantum machine learning Parfait Atchade-Adelomou Kent Larson 46 0 0 31 Jan 2023
Learning Quantum Processes with Memory -- Quantum Recurrent Neural Networks Dmytro Bondarenko Robert Salzmann Viktoria-S. Schmiesing 57 4 0 19 Jan 2023
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding Won Joon Yun Jae Pyoung Kim Hankyul Baek Soyi Jung Jihong Park M. Bennis Joongheon Kim 75 4 0 04 Dec 2022
A Survey on Quantum Reinforcement Learning Nico Meyer Christian Ufrecht Maniraman Periyasamy Daniel D. Scherer Axel Plinge Christopher Mutschler AI4CE LRM 108 61 0 07 Nov 2022
A Quantum Kernel Learning Approach to Acoustic Modeling for Spoken Command Recognition Chao-Han Huck Yang Yue Liu Yu Zhang Nanxin Chen Tara N. Sainath Sabato Marco Siniscalchi Chin-Hui Lee 62 6 0 02 Nov 2022
Projection Valued Measure-based Quantum Machine Learning for Multi-Class Classification Won Joon Yun Hankyul Baek Joongheon Kim VLM 73 11 0 30 Oct 2022
Quark: A Gradient-Free Quantum Learning Framework for Classification Tasks Zhihao Zhang Zhuoming Chen Heyang Huang Zhihao Jia 83 2 0 02 Oct 2022
On Physics-Informed Neural Networks for Quantum Computers Stefano Markidis PINN 90 19 0 28 Sep 2022
AutoQML: Automatic Generation and Training of Robust Quantum-Inspired Classifiers by Using Genetic Algorithms on Grayscale Images Sergio Altares-López J. J. García-Ripoll Ángela Ribeiro 69 17 0 28 Aug 2022
Quantum Multi-Agent Meta Reinforcement Learning Won Joon Yun Jihong Park Joongheon Kim 96 39 0 22 Aug 2022
Scalable Quantum Neural Networks for Classification Jindi Wu Zeyi Tao Qun Li GNN 56 18 0 04 Aug 2022
Slimmable Quantum Federated Learning Won Joon Yun Jae Pyoung Kim Soyi Jung Jihong Park M. Bennis Joongheon Kim 63 34 0 20 Jul 2022
Rapid training of quantum recurrent neural networks M. Siemaszko A. Buraczewski Bertrand Le Saux Magdalena Stobiñska 77 9 0 01 Jul 2022
Quantum computing overview: discrete vs. continuous variable models Sophie Choe 37 4 0 15 Jun 2022
Quantum Neural Network Classifiers: A Tutorial Weikang Li Zhide Lu D. Deng 46 35 0 06 Jun 2022
QSpeech: Low-Qubit Quantum Speech Application Toolkit Zhenhou Hong Jianzong Wang Xiaoyang Qu Chendong Zhao Wei Tao Jing Xiao 106 5 0 26 May 2022
A walk through of time series analysis on quantum computers Ammar Daskin 47 5 0 02 May 2022
Continuous Variable Quantum MNIST Classifiers Sophie Choe MQ 13 2 0 04 Apr 2022
projUNN: efficient method for training deep networks with unitary matrices B. Kiani Randall Balestriero Yann LeCun S. Lloyd 102 32 0 10 Mar 2022
Completely Quantum Neural Networks Steve Abel J. C. Criado M. Spannowsky 57 25 0 23 Feb 2022
DeepQMLP: A Scalable Quantum-Classical Hybrid DeepNeural Network Architecture for Classification M. Alam Swaroop Ghosh 25 5 0 02 Feb 2022
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification Davis Arthur Prasanna Date 64 29 0 05 Jan 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 136 33 0 15 Dec 2021
Towards Efficient Ansatz Architecture for Variational Quantum Algorithms Anbang Wu Gushu Li Yuke Wang Boyuan Feng Yufei Ding Yuan Xie 81 8 0 26 Nov 2021
Exponentially Many Local Minima in Quantum Neural Networks Xuchen You Xiaodi Wu 133 54 0 06 Oct 2021
Entangled Datasets for Quantum Machine Learning Louis Schatzki A. Arrasmith Patrick J. Coles M. Cerezo 101 60 0 08 Sep 2021
Recent advances for quantum classifiers Weikang Li D. Deng AAML 87 87 0 30 Aug 2021
Photonic Quantum Policy Learning in OpenAI Gym D. Nagy Zsolt I. Tabi Péter Hága Zsófia Kallus Z. Zimborás 96 7 0 29 Aug 2021
Fock State-enhanced Expressivity of Quantum Machine Learning Models Beng Yee Gan Daniel Leykam D. Angelakis 87 28 0 12 Jul 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 69 34 0 06 Jul 2021
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity Wei-Ming Li Shi-Ju Ran 64 2 0 01 Jul 2021