1. A fuzzy approach using asymmetrical triangular distribution in a two-person zero-sum game for a multi-criteria decision-making problem

   • Sarin Abraham
   • M. Punniyamoorthy

   Research Article 08 June 2021 Article: 20

   

2. Quantum-assisted associative adversarial network: applying quantum annealing in deep learning

   • Max Wilson
   • Thomas Vandal
   • Eleanor G. Rieffel

   Research Article Open access 07 June 2021 Article: 19

   

3. Binary classification with classical instances and quantum labels

   • Matthias C. Caro

   Research Article Open access 05 May 2021 Article: 18

   

4. Robust implementation of generative modeling with parametrized quantum circuits

   • Vicente Leyton-Ortega
   • Alejandro Perdomo-Ortiz
   • Oscar Perdomo

   Research Article 03 May 2021 Article: 17

   

5. A quantum search decoder for natural language processing

   • Johannes Bausch
   • Sathyawageeswar Subramanian
   • Stephen Piddock

   Research Article Open access 30 April 2021 Article: 16

   

6. QDNN: deep neural networks with quantum layers

   • Chen Zhao
   • Xiao-Shan Gao

   Research Article Open access 26 April 2021 Article: 15

   

7. Smooth input preparation for quantum and quantum-inspired machine learning

   • Zhikuan Zhao
   • Jack K. Fitzsimons
   • Joseph F. Fitzsimons

   Short Communication Open access 26 April 2021 Article: 14

   

8. Optimizing quantum heuristics with meta-learning

   • Max Wilson
   • Rachel Stromswold
   • Eleanor G. Rieffel

   Research Article Open access 13 April 2021 Article: 13

   

9. Semi-supervised time series classification method for quantum computing

   • Sheir Yarkoni
   • Andrii Kleshchonok
   • Marc Hilbert

   Research Article Open access 06 April 2021 Article: 12

   

10. A projective simulation scheme for partially observable multi-agent systems

    • Rasoul Kheiri

    Research Article 29 March 2021 Article: 11

    

11. Optimizing the optimizer: decomposition techniques for quantum annealing

    • Gideon Bass
    • Maxwell Henderson
    • Joseph Dulny III

    Research Article 26 March 2021 Article: 10

    

12. Evaluation of parameterized quantum circuits: on the relation between classification accuracy, expressibility, and entangling capability

    • Thomas Hubregtsen
    • Josef Pichlmeier
    • Koen Bertels

    Research Article Open access 11 March 2021 Article: 9

    

13. Facial expression recognition on a quantum computer

    • Riccardo Mengoni
    • Massimiliano Incudini
    • Alessandra Di Pierro

    Research Article Open access 10 March 2021 Article: 8

    

14. Variational quantum Boltzmann machines

    • Christa Zoufal
    • Aurélien Lucchi
    • Stefan Woerner

    Research Article Open access 22 February 2021 Article: 7

    

15. Sparse quantum Gaussian processes to counter the curse of dimensionality

    • Gaweł I. Kuś
    • Sybrand van der Zwaag
    • Miguel A. Bessa

    Research Article Open access 17 February 2021 Article: 6

    

16. Layerwise learning for quantum neural networks

    • Andrea Skolik
    • Jarrod R. McClean
    • Martin Leib

    Research Article Open access 25 January 2021 Article: 5

    

17. Methods for accelerating geospatial data processing using quantum computers

    • Max Henderson
    • Jarred Gallina
    • Michael Brett

    Research Article 25 January 2021 Article: 4

    

18. Investigating the Chinese postman problem on a quantum annealer

    • Ilaria Siloi
    • Virginia Carnevali
    • Rosa Di Felice

    Research Article 08 January 2021 Article: 3

    

19. Learning adiabatic quantum algorithms over optimization problems

    • Davide Pastorello
    • Enrico Blanzieri
    • Valter Cavecchia

    Research Article 03 January 2021 Article: 2

    

20. Universal discriminative quantum neural networks

    • H. Chen
    • L. Wossnig
    • M. Mohseni

    Research Article Open access 15 December 2020 Article: 1