Trainability of Dissipative Perceptron-Based Quantum Neural Networks

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Trainability of Dissipative Perceptron-Based Quantum Neural Networks

26 May 2020

Patrick J. Coles

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Papers citing "Trainability of Dissipative Perceptron-Based Quantum Neural Networks"

19 / 19 papers shown

Title
Stability and Generalization of Quantum Neural Networks Jiaqi Yang Wei Xie Xiaohua Xu 70 1 0 22 Jan 2025
Analyzing the barren plateau phenomenon in training quantum neural networks with the ZX-calculus Chen Zhao Xiao-Shan Gao 53 89 0 03 Feb 2021
Absence of Barren Plateaus in Quantum Convolutional Neural Networks Arthur Pesah M. Cerezo Samson Wang T. Volkoff A. Sornborger Patrick J. Coles 70 279 0 05 Nov 2020
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 113 752 0 30 Oct 2020
Entanglement Induced Barren Plateaus Carlos Ortiz Marrero M. Kieferová N. Wiebe 53 280 0 29 Oct 2020
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 248 664 0 28 Jul 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 67 49 0 09 Jul 2020
Predicting Many Properties of a Quantum System from Very Few Measurements Hsin-Yuan Huang R. Kueng J. Preskill 53 1,107 0 18 Feb 2020
Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits M. Cerezo A. Sone T. Volkoff L. Cincio Patrick J. Coles 63 124 0 02 Jan 2020
Quantum Natural Gradient J. Stokes J. Izaac N. Killoran Giuseppe Carleo 54 409 0 04 Sep 2019
Learning to learn with quantum neural networks via classical neural networks Guillaume Verdon Michael Broughton Jarrod R. McClean Kevin J Sung Ryan Babbush Zhang Jiang Hartmut Neven Masoud Mohseni 43 196 0 11 Jul 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 61 560 0 27 Feb 2019
The Expressive Power of Parameterized Quantum Circuits Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 67 93 0 29 Oct 2018
Continuous-variable quantum neural networks N. Killoran T. Bromley J. M. Arrazola Maria Schuld N. Quesada S. Lloyd GNN 43 358 0 18 Jun 2018
Supervised learning with quantum enhanced feature spaces Vojtěch Havlíček A. Córcoles K. Temme A. Harrow A. Kandala J. Chow J. Gambetta 81 1,831 0 30 Apr 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 89 1,821 0 29 Mar 2018
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 74 439 0 26 Jul 2017
Quantum Machine Learning Jacob Biamonte P. Wittek Nicola Pancotti Patrick Rebentrost N. Wiebe S. Lloyd 57 2,019 0 28 Nov 2016
Autonomous Quantum Perceptron Neural Network A. Sagheer M. Zidan 53 23 0 15 Dec 2013