Efficient Learning for Deep Quantum Neural Networks

Efficient Learning for Deep Quantum Neural Networks

Nature Communications (Nat Commun), 2019

27 February 2019

Dmytro Bondarenko

Robert Salzmann

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Papers citing "Efficient Learning for Deep Quantum Neural Networks"

12 / 162 papers shown

Title
Quantum circuit architecture search for variational quantum algorithmsnpj Quantum Information (npjQI), 2020 Yuxuan Du Tao Huang Shan You Min-hsiu Hsieh Dacheng Tao 408 185 0 20 Oct 2020
Noise-Induced Barren Plateaus in Variational Quantum AlgorithmsNature Communications (Nat Commun), 2020 Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 664 776 0 28 Jul 2020
Enhanced Quantum Key Distribution using Hybrid Channels and Natural Random Numbers H. Rana Nitin Verma 58 1 0 28 Jul 2020
Reformulation of the No-Free-Lunch Theorem for Entangled Data SetsPhysical Review Letters (PRL), 2020 Kunal Sharma M. Cerezo Zoë Holmes L. Cincio A. Sornborger Patrick J. Coles 251 53 0 09 Jul 2020
Quantum Computing Methods for Supervised Learning V. Kulkarni Milind Kulkarni Aniruddha Pant 128 31 0 22 Jun 2020
Variational Quantum Singular Value DecompositionQuantum (Quantum), 2020 Xin Wang Zhixin Song Youle Wang DRL 366 74 0 03 Jun 2020
Trainability of Dissipative Perceptron-Based Quantum Neural NetworksPhysical Review Letters (PRL), 2020 Kunal Sharma M. Cerezo L. Cincio Patrick J. Coles GNN 208 161 0 26 May 2020
Advances in Quantum Deep Learning: An Overview Siddhant Garg Goutham Ramakrishnan 141 60 0 08 May 2020
ExpDNN: Explainable Deep Neural Network Chi-Hua Chen FAtt XAI 24 1 0 26 Apr 2020
Quantum subspace alignment for domain adaptation Xi He 236 8 0 08 Jan 2020
Information Scrambling in Quantum Neural NetworksPhysical Review Letters (PRL), 2019 Huitao Shen Pengfei Zhang Yi-Zhuang You H. Zhai GNN 241 57 0 26 Sep 2019
Parameterized quantum circuits as machine learning modelsQuantum Science and Technology (QST), 2019 Marcello Benedetti Erika Lloyd Stefan H. Sack Mattia Fiorentini 404 1,058 0 18 Jun 2019