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Let the quantum creep in: designing quantum neural network models by gradually swapping out classical components
Peiyong Wang
Casey R. Myers
Udaya Parampalli
Research Article Open access 28 May 2025 Article: 62
Adiabatic quantum support vector machines
Prasanna Date
Dong Jun Woun
Georgia Tourassi
Research Article 22 May 2025 Article: 61
Part of 1 collection:

Quantum and Quantum-inspired Machine Learning: from foundations to theoretical advances
Layered uploading for quantum convolutional neural networks
Grégoire Barrué
Tony Quertier
Orlane Zang
Research Article 15 May 2025 Article: 60
Part of 1 collection:

Quantum and Quantum-inspired Machine Learning: from foundations to theoretical advances
Applying quantum autoencoders for time series anomaly detection
Robin Frehner
Kurt Stockinger
Research Article Open access 06 May 2025 Article: 59
Quantum kernel methods under scrutiny: a benchmarking study
Jan Schnabel
Marco Roth
Research Article Open access 24 April 2025 Article: 58
Tensor ring optimized quantum-enhanced tensor neural networks
Debanjan Konar
Dheeraj Peddireddy
Vaneet Aggarwal
Research Article Open access 22 April 2025 Article: 57
Barren plateaus are amplified by the dimension of qudits
Lucas Friedrich
Tiago de Souza Farias
Jonas Maziero
Research Article 21 April 2025 Article: 56
Diffusion-inspired quantum noise mitigation in parameterized quantum circuits
Hoang-Quan Nguyen
Xuan Bac Nguyen
Khoa Luu
Research Article 16 April 2025 Article: 55
kNN classification using Hausdorff metric with quantum-based Euclidean distance
Diego Carlos Luna-Márquez
Raúl Pinto-Elías
Jorge Alberto Fuentes-Pacheco
Research Article 16 April 2025 Article: 54
A case study for cyber-attack detection using quantum variational circuits
Maximilian Moll
Leonhard Kunczik
Research Article Open access 12 April 2025 Article: 53
Part of 1 collection:

Quantum Computational Intelligence for Massive Data
A hybrid learning agent for episodic learning tasks with unknown target distance
Oliver Sefrin
Sabine Wölk
Research Article Open access 11 April 2025 Article: 52
LHQNN: sequential and non-sequential layered hybrid quantum neural networks for image classification
Monika Kabir
Mohammed Kaosar
Ferdous Sohel
Research Article Open access 09 April 2025 Article: 51
Network attack traffic detection with hybrid quantum-enhanced convolution neural network
Zihao Wang
Kar Wai Fok
Vrizlynn L. L. Thing
Research Article 09 April 2025 Article: 50
Harnessing quantum support vector machines for cross-domain classification of quantum states
Diksha Sharma
Vivek Balasaheb Sabale
Atul Kumar
Research Article 04 April 2025 Article: 49
A matrix product state model for simultaneous classification and generation
Alex Mossi
Bojan Žunkovič
Kyriakos Flouris
Research Article Open access 04 April 2025 Article: 48
Detecting Markovianity of quantum processes via recurrent neural networks
Angela Rosy Morgillo
Massimiliano F. Sacchi
Chiara Macchiavello
Research Article Open access 27 March 2025 Article: 47
Multilingual multi-task quantum transfer learning
Giuseppe Buonaiuto
Raffaele Guarasci
Massimo Esposito
Research Article Open access 26 March 2025 Article: 46
Artificial intelligence and blockchain for quantum satellites and UAV-based communications: a review
Adarsh Kumar
Ali Ismail Awad
Surinder Sood
Review Article 26 March 2025 Article: 45
Quantum AI powered dynamic user profiling for next-generation personalized recommender system
Varun Malik
S. B. Goyal
Research Article 24 March 2025 Article: 44
A real-world test of portfolio optimization with quantum annealing
Wolfgang Sakuler
Johannes M. Oberreuter
Jürgen Schiefer
Research Article Open access 21 March 2025 Article: 43
Publisher Correction: Parallel Ising annealer via gradient-based Hamiltonian Monte Carlo
Hao Wang
Zixuan Liu
Yu Pan
Publisher Correction 17 March 2025 Article: 42
Unsupervised beyond-standard-model event discovery at the LHC with a novel quantum autoencoder
Callum Duffy
Mohammad Hassanshahi
Sarah Malik
Research Open access 15 March 2025 Article: 41
Effective detection of quantum discord by using convolutional neural networks
N. Taghadomi
A. Mani
A. Bakouei
Research Article 12 March 2025 Article: 40
Quantum machine learning: a systematic categorization based on learning paradigms, NISQ suitability, and fault tolerance
Bisma Majid
Shabir Ahmed Sofi
Zamrooda Jabeen
Review Article 11 March 2025 Article: 39
Part of 1 collection:

Quantum and Quantum-inspired Machine Learning: from foundations to theoretical advances
A quantum approach to synthetic minority oversampling technique (SMOTE)
Nishikanta Mohanty
Bikash K. Behera
Pravat Dash
Research Article Open access 06 March 2025 Article: 38
An efficient prediction-based dynamic resource allocation framework in quantum cloud using knowledge-based offline reinforcement learning
Valarmathi K.
Mohnish Karthikeyan B.
Navaneetha Krishnan S.
Research 05 March 2025 Article: 37
Integration of parameterized quantum circuits within classical neural network for financial time-series prediction
Sachin Khurana
Manisha J Nene
Research 04 March 2025 Article: 36
Quantum Hamiltonian embedding of images for data reuploading classifiers
Peiyong Wang
Casey R. Myers
Udaya Parampalli
Research Article Open access 04 March 2025 Article: 35
Application of ZX-calculus to quantum architecture search
Tom Ewen
Ivica Turkalj
Mark-Oliver Wolf
Research Open access 04 March 2025 Article: 34
Continuous-variable quantum Boltzmann machine
Shikha Bangar
Leanto Sunny
George Siopsis
Research Article 04 March 2025 Article: 33
Comparative analysis of quantum and classical support vector classifiers for software bug prediction: an exploratory study
Md Nadim
Mohammad Hassan
Kevin A. Schneider
Research Article 01 March 2025 Article: 32
Optimal training of finitely sampled quantum reservoir computers for forecasting of chaotic dynamics
Osama Ahmed
Felix Tennie
Luca Magri
Research Article Open access 27 February 2025 Article: 31
Quantum image cryptography based on discrete chaotic maps
Shilpa M. Satre
Bharti Joshi
Research Article 26 February 2025 Article: 30
Estimation of mutual information via quantum kernel methods
Yota Maeda
Hideaki Kawaguchi
Hiroyuki Tezuka
Research 25 February 2025 Article: 29
Machine learning with sub-diffraction resolution in the photon-counting regime
Giuseppe Buonaiuto
Cosmo Lupo
Research Article Open access 25 February 2025 Article: 28
Explaining quantum circuits with Shapley values: towards explainable quantum machine learning
Raoul Heese
Thore Gerlach
Nico Piatkowski
Research Article Open access 25 February 2025 Article: 27
Guest editorial: topical collection of the 2023 workshop on quantum artificial intelligence
Giovanni Acampora
Autilia Vitiello
Editorial 24 February 2025 Article: 26
Part of 1 collection:

Quantum Artificial Intelligence 2023
Stochastic security as a performance metric for quantum-enhanced generative AI
Noah A. Crum
Leanto Sunny
George Siopsis
Research 21 February 2025 Article: 25
QRLaXAI: quantum representation learning and explainable AI
Asitha Kottahachchi Kankanamge Don
Ibrahim Khalil
Research Article Open access 19 February 2025 Article: 24
Part of 1 collection:

Quantum and Quantum-inspired Machine Learning: from foundations to theoretical advances
Crop leaf disease classification using fractional integral image enhancement and quantum convolutional neural networks approaches
Sam Joshua A.
Ramesh Babu N.
Balasubramaniam P.
Research Article 18 February 2025 Article: 23
A randomized transformation for data processing on quantum computers
Johann Maximilian Zollner
Martin Werner
Research Article Open access 17 February 2025 Article: 22
Quantum inference for Bayesian networks: an empirical study
Hiroshi Ohno
Research Article 15 February 2025 Article: 21
On fundamental aspects of quantum extreme learning machines
Weijie Xiong
Giorgio Facelli
Zoë Holmes
Research Article Open access 13 February 2025 Article: 20
Part of 1 collection:

QTML 2023: Quantum Techniques in Machine Learning
Nav-Q: quantum deep reinforcement learning for collision-free navigation of self-driving cars
Akash Sinha
Antonio Macaluso
Matthias Klusch
Research Article Open access 11 February 2025 Article: 19
On hybrid quanvolutional neural networks optimization
Andrea Ceschini
Andrea Carbone
Bertrand Le Saux
Research Article Open access 10 February 2025 Article: 18
Part of 1 collection:

QTML 2023: Quantum Techniques in Machine Learning
Quantum variational rewinding for gravitational wave detection
Benjamin Rodrigues de Miranda
Domenica Dibenedetto
Ward van der Schoot
Research Article Open access 08 February 2025 Article: 17
Part of 1 collection:

Quantum Artificial Intelligence 2023
Correction to: Quantum next generation reservoir computing: an efficient quantum algorithm for forecasting quantum dynamics
Apimuk Sornsaeng
Ninnat Dangniam
Thiparat Chotibut
Correction Open access 05 February 2025 Article: 16
Quantum adversarial learning for kernel methods
Giuseppe Montalbano
Leonardo Banchi
Research Article Open access 05 February 2025 Article: 15
Exploiting symmetries in nuclear Hamiltonians for ground state preparation
Joe Gibbs
Zoë Holmes
Paul Stevenson
Research Article Open access 30 January 2025 Article: 14
Part of 1 collection:

QTML 2023: Quantum Techniques in Machine Learning
Adaptive neural network for quantum error mitigation
Temitope Bolaji Adeniyi
Sathish A. P. Kumar
Research Article Open access 28 January 2025 Article: 13

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