Quantum Machine Learning
290 papers from Europe PMC
Showing 13-24 of 290
An Optimal Hybrid Quantum-Classical Representation for Robust Photonic Image Processing on NISQ Devices
Tarek N.
2026
Europe PMC
Europe PMC
Asymptotic Expansions for Neural Network Approximations of Quantum Channels
Chaves dos Santos RD.
2026
Europe PMC
Europe PMC
Benchmarking deep and hybrid quantum classical models for Gallo Roman ceramic sherd classification
CHAIDRON C, Imrani HT.
2026
Europe PMC
Europe PMC
Benchmarking quantum kernels and modern vision models for compound facial expression recognition.
Florestiyanto MY, Surjono HD, Jati H.
2026
Europe PMC
Sci Rep
CHARMM-GUI Hybrid ML/MM Builder for Hybrid Machine Learning and Molecular Mechanical Modeling and Simulations.
Szczepaniak F, Suh D, Im W.
2026
Europe PMC
J Chem Inf Model
Classical SU(2) Models Match or Exceed Shallow Variational Quantum Circuits on Classical Vision Benchmarks
Fulton C, Tsapara I, Fulton L.
2026
Europe PMC
Europe PMC
Coined Quantum Walks on Complex Networks for Quantum Computers
Sato R.
2026
Europe PMC
Europe PMC
Comparative Analysis of Asymmetric Readout Errors on Variational Quantum Classifiers: Scaling from 2 to 4 Qubits
Shita F.
2026
Europe PMC
Europe PMC
Comparative performance analysis of quantum feature maps for quantum kernel-based machine learning.
Jha RK, Kasabov N, Bhattacharyya S, Coyle D, Prasad G.
2026
Europe PMC
Sci Rep
Computation of the smooth max-mutual information via semidefinite programming.
Popp C, Sutter TC, Hiesmayr BC.
2026
Europe PMC
Quantum Inf Process
Cryogenic performance evaluation of commercial SP4T microelectromechanical switch for quantum computing applications.
Lee YB, Devitt C, Zhu X, Yost N, Gu Y, Bhave SA.
2026
Europe PMC
Microsyst Nanoeng
Decrypting chaotic visual ciphers via quasi quantum neural networks (Q²NNs).
Manavalan G, Arnon S.
2026
Europe PMC
Sci Rep