Continuous-variable quantum neural networks

18 June 2018

Maria Schuld

Papers citing "Continuous-variable quantum neural networks"

36 / 86 papers shown

Title
Quantum Embedding Search for Quantum Machine Learning N. Nguyen Kwang-Cheng Chen 28 28 0 25 May 2021
A Quantum Hopfield Associative Memory Implemented on an Actual Quantum Processor N. Miller Saibal Mukhopadhyay 29 9 0 25 May 2021
The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning Roberto Bondesan Max Welling 83 7 0 08 Mar 2021
Quantum Cross Entropy and Maximum Likelihood Principle Shangnan Zhou Yixu Wang 25 9 0 23 Feb 2021
Quantum machine learning with adaptive linear optics Ulysse Chabaud D. Markham A. Sohbi 50 22 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 88 73 0 08 Feb 2021
Quantum Generative Adversarial Networks in a Continuous-Variable Architecture to Simulate High Energy Physics Detectors Su Yeon Chang S. Vallecorsa E. Combarro F. Carminati GAN AI4CE 21 13 0 26 Jan 2021
On the statistical complexity of quantum circuits Kaifeng Bu D. E. Koh Lu Li Qingxian Luo Yaobo Zhang 106 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 91 47 0 08 Jan 2021
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis Brian Coyle Mina Doosti E. Kashefi N. Kumar 21 3 0 21 Dec 2020
Effect of barren plateaus on gradient-free optimization A. Arrasmith M. Cerezo Piotr Czarnik L. Cincio Patrick J. Coles 106 217 0 24 Nov 2020
Absence of Barren Plateaus in Quantum Convolutional Neural Networks Arthur Pesah M. Cerezo Samson Wang T. Volkoff A. Sornborger Patrick J. Coles 87 283 0 05 Nov 2020
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 146 768 0 30 Oct 2020
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces Takahiro Goto Quoc Hoan Tran Kohei Nakajima 83 69 0 01 Sep 2020
The effect of data encoding on the expressive power of variational quantum machine learning models Maria Schuld R. Sweke Johannes Jakob Meyer 102 524 0 19 Aug 2020
Comparative study of variational quantum circuit and quantum backpropagation multilayer perceptron for COVID-19 outbreak predictions Pranav Kairon S. Bhattacharyya 11 3 0 08 Aug 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 103 49 0 09 Jul 2020
Construction of 'Support Vector' Machine Feature Spaces via Deformed Weyl-Heisenberg Algebra Shahram Dehdashti Catarina Moreira A. Obeid P. Bruza 27 0 0 02 Jun 2020
The prospects of quantum computing in computational molecular biology C. Outeiral M. Strahm Jiye Shi Garrett M. Morris S. Benjamin Charlotte M. Deane 85 184 0 26 May 2020
Trainability of Dissipative Perceptron-Based Quantum Neural Networks Kunal Sharma M. Cerezo L. Cincio Patrick J. Coles GNN 82 149 0 26 May 2020
Advances in Quantum Deep Learning: An Overview Siddhant Garg Goutham Ramakrishnan 45 56 0 08 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 59 13 0 22 Mar 2020
Computer-inspired Quantum Experiments Mario Krenn Manuel Erhard A. Zeilinger 72 75 0 23 Feb 2020
Classical and quantum regression analysis for the optoelectronic performance of NTCDA/p-Si UV photodiode A. El-Mahalawy Kareem H. El-Safty 36 16 0 02 Jan 2020
QDNN: DNN with Quantum Neural Network Layers Chen Zhao Xiao-Shan Gao 60 20 0 29 Dec 2019
Transfer learning in hybrid classical-quantum neural networks A. Mari T. Bromley J. Izaac Maria Schuld N. Killoran 76 292 0 17 Dec 2019
An Artificial Spiking Quantum Neuron L. B. Kristensen M. Degroote P. Wittek Alán Aspuru-Guzik N. Zinner 45 25 0 14 Jul 2019
Near-Term Quantum-Classical Associative Adversarial Networks Eric R. Anschütz Cristian Zanoci GAN 59 13 0 30 May 2019
Defining Quantum Neural Networks via Quantum Time Evolution Aditya Dendukuri Blake Keeling A. Fereidouni Joshua Burbridge Khoa Luu Hugh Churchill 36 7 0 27 May 2019
Quantum Generalized Linear Models Colleen M. Farrelly Srikanth Namuduri U. Chukwu 8 1 0 01 May 2019
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine Brian Coyle Daniel Mills V. Danos E. Kashefi 106 158 0 03 Apr 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 76 568 0 27 Feb 2019
Probabilistic Modeling with Matrix Product States J. Stokes John Terilla 39 34 0 19 Feb 2019
Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network Quntao Zhuang Zheshen Zhang 40 97 0 28 Jan 2019
PennyLane: Automatic differentiation of hybrid quantum-classical computations V. Bergholm J. Izaac Maria Schuld C. Gogolin Shahnawaz Ahmed ... R. Wiersema Moritz Willmann Vincent Wong Shao-Fan Zhang N. Killoran 39 0 0 12 Nov 2018
Matrix optimization on universal unitary photonic devices Sunil Pai Ben Bartlett O. Solgaard D. Miller 73 109 0 02 Aug 2018