Quantum Machine Learning

4,009 papers

Quantum Machine Learning Research Context

This category covers quantum machine learning research, including quantum kernels, variational classifiers, hybrid learning systems, generative models, and QML benchmarks.

Showing 1069-1080 of 4,009

Quantum-Inspired and Non-Classical Approaches to Consciousness: Models, Evidence and Constraints

Arias-Carrión O, Ortega-Robles E, Manjarrez E.

2026 Europe PMC Europe PMC

Quantum-inspired deep learning model for organic municipal solid waste classification toward a circular bioeconomy

Nathimalar Chandran, N. Ramesh Babu

2026 Crossref Journal of Environmental Management

Quantum-inspired entanglement between collaborating brains during human memory encoding.

Yang X, Jiang Y, Zhou Q, Pei K, Guo C, Zhang P

2026 PubMed Proceedings of the National Academy of Sciences of the United States of America

Quantum-Inspired Fine-Tuning for Few-Shot AIGC Detection via Phase-Structured Reparameterization

Kaiyang Xing, Han Fang, Zhaoyun Chen, Zhonghui Li, Yang Yang, Weiming Zhang, Guoping Guo

2026 arXiv arXiv preprint

Quantum-Inspired Frequency Attenuation for Enhanced Targeted Fabrication Attacks in Object Detection

Haoliang Han, Qi Song, Jun Qi, Renjie Wan

2026 Crossref ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Quantum-Inspired Geometric Classification with Correlation Group Structures and VQC Decision Modeling

Nishikanta Mohanty, Arya Ansuman Priyadarshi, Bikash K. Behera, Badshah Mukherjee

2026 arXiv arXiv preprint

Quantum-Inspired Hybrid Bald Eagle-Ukari Algorithm with Reinforcement Learning for cybersecurity optimization in smart aquaculture systems: A novel bio-inspired intrusion detection and prevention framework

Said W, Elbagory M, Altihani FA, Mohamed I, El-Sharkawy M, Alnemari AM, Moghanm FS, Elbaz M.

2026 Europe PMC Aquacultural engineering.

Quantum-inspired interpretable deep learning architecture for text sentiment analysis

Bingyu Li, Da Zhang, Zhiyuan Zhao, Yuan Yuan, Junyu Gao, Xuelong Li

2026 Crossref Neural Networks

Quantum-inspired multi-granularity rough dynamic prototype network for few-shot medical image segmentation

Jing Wang, Chia S. Lim

2026 Crossref Biomedical Signal Processing and Control

Quantum-inspired optimization for current stress reduction in DAB converters for ultra-fast EV charging.

Mateen S, Haque A, Khan MA, Ebel T, Mehfuz S

2026 PubMed Scientific reports

Quantum-inspired predictive healthcare system for personalised oncology using multimodal data fusion and secure blockchain protocols

Veeramalai Sankaradass, V.K Manindra Manish

2026 Crossref Engineering Applications of Artificial Intelligence

Quantum-Inspired Reinforcement Learning for Secure and Sustainable AIoT-Driven Supply Chain Systems

Muhammad Bilal Akram Dastagir, Omer Tariq, Shahid Mumtaz, Saif Al-Kuwari, Ahmed Farouk

2026 arXiv arXiv preprint