Computing the gradients with respect to all parameters of a quantum neural network using a single circuit

16 July 2023

Papers citing "Computing the gradients with respect to all parameters of a quantum neural network using a single circuit"

12 / 12 papers shown

Title
On quantum backpropagation, information reuse, and cheating measurement collapse Amira Abbas Robbie King Hsin-Yuan Huang W. Huggins R. Movassagh D. Gilboa Jarrod R. McClean 52 42 0 22 May 2023
Quantum Deep Hedging El Amine Cherrat S. Raj Iordanis Kerenidis Abhishek Shekhar Ben Wood ... Pierre Minssen Ruslan Shaydulin Yue Sun Romina Yalovetzky Marco Pistoia 51 26 0 29 Mar 2023
Challenges and Opportunities in Quantum Machine Learning M. Cerezo Guillaume Verdon Hsin-Yuan Huang L. Cincio Patrick J. Coles VLM 53 430 0 16 Mar 2023
A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification Davis Arthur Prasanna Date 34 29 0 05 Jan 2022
Hybrid Quantum-Classical Neural Network for Cloud-supported In-Vehicle Cyberattack Detection Mhafuzul Islam M. Chowdhury Zadid Khan S. Khan 35 17 0 14 Oct 2021
Variational Quantum Algorithms M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 95 2,519 0 16 Dec 2020
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 105 752 0 30 Oct 2020
Quantum circuit architecture search for variational quantum algorithms Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 99 138 0 20 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 225 663 0 28 Jul 2020
Robust data encodings for quantum classifiers Ryan Larose Brian Coyle 45 242 0 03 Mar 2020
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 87 892 0 18 Jun 2019
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 75 1,818 0 29 Mar 2018