A Hybrid Quantum-Classical Neural Network Architecture for Binary
Classification

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A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification

5 January 2022

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Papers citing "A Hybrid Quantum-Classical Neural Network Architecture for Binary Classification"

17 / 17 papers shown

Title
Computing the gradients with respect to all parameters of a quantum neural network using a single circuit Guanglei He 75 1 0 16 Jul 2023
Representation Learning via Quantum Neural Tangent Kernels Junyu Liu F. Tacchino Jennifer R. Glick Liang Jiang Antonio Mezzacapo 65 64 0 08 Nov 2021
An end-to-end trainable hybrid classical-quantum classifier Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing Y. Kao 82 75 0 04 Feb 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 105 2,533 0 16 Dec 2020
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing Y. Kao 89 49 0 30 Nov 2020
The power of quantum neural networks Amira Abbas David Sutter Christa Zoufal Aurelien Lucchi Alessio Figalli Stefan Woerner 118 761 0 30 Oct 2020
Quantum Discriminator for Binary Classification Prasanna Date Wyatt Smith 117 15 0 02 Sep 2020
The effect of data encoding on the expressive power of variational quantum machine learning models Maria Schuld R. Sweke Johannes Jakob Meyer 70 520 0 19 Aug 2020
Balanced k-Means Clustering on an Adiabatic Quantum Computer Davis Arthur Prasanna Date 97 57 0 10 Aug 2020
Adiabatic Quantum Linear Regression Prasanna Date T. Potok 95 70 0 05 Aug 2020
The Computational Limits of Deep Learning Neil C. Thompson Kristjan Greenewald Keeheon Lee Gabriel F. Manso VLM 53 528 0 10 Jul 2020
Advances in Quantum Deep Learning: An Overview Siddhant Garg Goutham Ramakrishnan 37 55 0 08 May 2020
Parameterized quantum circuits as machine learning models Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 97 895 0 18 Jun 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 61 562 0 27 Feb 2019
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
Quantum machine learning: a classical perspective C. Ciliberto Mark Herbster Alessandro Davide Ialongo Massimiliano Pontil Andrea Rocchetto Simone Severini Leonard Wossnig AI4CE 74 440 0 26 Jul 2017
Simulating a perceptron on a quantum computer Maria Schuld I. Sinayskiy Francesco Petruccione 49 146 0 11 Dec 2014

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