Search Results - "Quantum Neural Network"

Multi-VQC: A Novel QML Approach for Enhancing Healthcare Classification

Authors: Tudisco, Antonio Volpe, Deborah Turvani, Giovanna

Source: 2025 IEEE International Conference on Quantum Software (QSW). :28-34

Subject Terms: Quantum Machine Learning, Quantum Neural Network, Variational Quantum Circuits, Healthcare, Classification, Machine Learning, FOS: Computer and information sciences, Emerging Technologies (cs.ET), Emerging Technologies, Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2505.20797

Evaluating the performance of classical, quantum, and hybrid quantum neural networks in solving differential equations

Authors: Navid Markazi Behrouz Mirza

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-26 (2025)

Subject Terms: Physics-informed neural network, Classical neural network, Quantum neural network, Hybrid quantum neural network, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/f45db6ac025e456baec2ebb3795fc893

Quantum Reinforcement Learning for QoS-Aware Real-Time Job Scheduling in Cloud Systems

Authors: Shuhong Dai Nishant Saurabh Qingle Wang et al.

Source: IEEE Systems Journal. 19:471-482

Subject Terms: quantum reinforcement learning (QRL), quality of service (QoS), Cloud computing, job scheduling, quantum neural network (QNN)

Pyramid Quantum Neural Network Based Resource Allocation with IoT: A Deep Learning Method

Authors: Khushwant Singh Mohit Yadav null Kirti et al.

Source: JOIN: Jurnal Online Informatika, Vol 10, Iss 1, Pp 143-152 (2025)

Subject Terms: Electronic computers. Computer science, deep learning, resource allocation, pyramid quantum neural network, QA75.5-76.95, internet of things, quantum computing

Access URL: https://doaj.org/article/62aedff855f04c7cb7241f6ba6542b1d

A Quantum-Based Machine Learning Approach for Autism Detection Using Common Spatial Patterns of EEG Signals

Authors: S. Saranya R. Menaka

Source: IEEE Access, Vol 13, Pp 15739-15750 (2025)

Subject Terms: quantum support vector machine, common spatial pattern, wavelet, quantum neural network, Electrical engineering. Electronics. Nuclear engineering, Autism spectrum disorder, TK1-9971

Access URL: https://doaj.org/article/c147f2032bdf412893aa5d1a5a77a94f

Multi-Agent Quantum Reinforcement Learning for Adaptive Transmission in NOMA-Based Irregular Repetition Slotted ALOHA

Authors: Won Jae Ryu Jae-Min Lee Dong-Seong Kim

Source: IEEE Open Journal of the Communications Society, Vol 6, Pp 4405-4420 (2025)

Subject Terms: multi-agent reinforcement learning, IRSA-NOMA Optimization, uplink random access, Telecommunication, Quantum neural network (QNN), finite-length frame, TK5101-6720, quantum deep reinforcement learning (QDRL), Transportation and communications, HE1-9990

Access URL: https://doaj.org/article/36f22bacea0d4d8aa699d6d0f1c300a8

Framework for Implementing Quantum Neural Networks in Wireless Communications

Authors: Salik Siddiqui Justin Holzer Joshua Malcarne et al.

Source: IEEE Access, Vol 13, Pp 91655-91670 (2025)

Subject Terms: machine learning, neural network, Quantum neural network, quantum machine learning, Electrical engineering. Electronics. Nuclear engineering, variational quantum circuit, quantum computing, TK1-9971

Access URL: https://doaj.org/article/01c058100b61403cb6fcfd92ebd4f67a

Quantum inspired qubit qutrit neural networks for real time financial forecasting

Authors: Kanishk Bakshi Kathiravan Srinivasan

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-16 (2025)

Subject Terms: Quantum computing, Quantum neural network, Neural network, Qubit based neural network, Qutrit based neural network, Quantum artificial intelligence, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/48c2173c263d4663823f2e725c498582

Re-uploading Data in Tensor Network

Source: Electronics and Control Systems; Vol. 3 No. 85 (2025); 27-33
Электроника и системы управления; Том 3 № 85 (2025); 27-33
Електроніка та системи управління; Том 3 № 85 (2025); 27-33

Subject Terms: differential evolution, квантові обчислення, quantum machine learning, quantum neural network, квантове машинне навчання, машинне навчання, повторне завантаження, quantum computing, machine learning, квантова нейронна мережа, тензорна мережа, безплідні плато, диференціальна еволюція, barren plateaus, re-uploading, tensor network

File Description: application/pdf

Access URL: https://jrnl.nau.edu.ua/index.php/ESU/article/view/20428

Quantum neural network-based approach for optimizing road network selection

Authors: Haohua Zheng Heying Li Jianchen Zhang et al.

Source: Geocarto International, Vol 40, Iss 1 (2025)

Subject Terms: Road network selection, quantum neural network, cartographic generalization, deep learning, Physical geography, GB3-5030

File Description: electronic resource

Relation: https://doaj.org/toc/1010-6049; https://doaj.org/toc/1752-0762

Access URL: https://doaj.org/article/3ef89b4fb30e4104894677aad4aff589

Quantum Computing Approach to Smart Grid Stability Forecasting

Authors: Hangün, Batuhan Eyecioğlu, Önder Altun, Oğuz et al.

Contributors: Hangün, Batuhan Eyecioğlu, Önder Altun, Oğuz et al.

Source: 2024 12th International Conference on Smart Grid (icSmartGrid). :840-843

Subject Terms: Machine Learning, Quantum Neural Network, SVM, Quantum Computing, Variational Quantum Classifier, Smart Grid, Classification, Stability

File Description: application/pdf

Access URL: https://hdl.handle.net/20.500.12491/12305
https://doi.org/10.1109/icsmartgrid61824.2024.10578114

The outcome prediction method of football matches by the quantum neural network based on deep learning

Authors: Yang Sun Hongyang Chu

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-18 (2025)

Subject Terms: Football match, Multilayer perceptron, Optimized quantum neural network, Quantum bit, Superposition and entanglement properties, Complex information, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/977cd395a5704f9ea288566d064d406d

State Of Charge Estimation on Lithium ION Batteries Using Quantum Neural Network

Authors: Raftonado Situmorang Muhammad Ridho Dewanto Barokatun Hasanah et al.

Source: Specta, Vol 9, Iss 2 (2025)

Subject Terms: Battery, Lithium Ion, State of Charge, Quantum Neural Network, Sensor, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: https://journal.itk.ac.id/index.php/sjt/article/view/1305; https://doaj.org/toc/2549-2713; https://doaj.org/toc/2622-9099

Access URL: https://doaj.org/article/b6d286baa78f42c5a5855800b44869c7

Quantum-enhanced gradient boosting neural networks for optimizing PFOS removal with nanofiltration membranes

Authors: Jianbin Hu Junhua Xiao Wenyu Yang et al.

Source: Desalination and Water Treatment, Vol 323, Iss , Pp 101266- (2025)

Subject Terms: NF membranes, Quantum computation, Machine learning, PFOS, Quantum Neural Network, Environmental technology. Sanitary engineering, TD1-1066, Ecology, QH540-549.5

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1944398625002826; https://doaj.org/toc/1944-3986

Access URL: https://doaj.org/article/bd09171654ba45e2b863068dc2e7a0e3

Optimizing intrusion detection using intelligent feature selection with machine learning model

Authors: Nojood O. Aljehane Hanan A. Mengash Siwar B.H. Hassine et al.

Source: Alexandria Engineering Journal, Vol 91, Iss, Pp 39-49 (2024)

Subject Terms: Data pre-processing, Intrusion detection system, Feature selection, Quantum neural network, 0202 electrical engineering, electronic engineering, information engineering, Network security, 02 engineering and technology, TA1-2040, Engineering (General). Civil engineering (General)

Access URL: https://doaj.org/article/81afa00f62604b1dbca32a686f049f3b

IoMT-based smart healthcare detection system driven by quantum blockchain and quantum neural network

Authors: Qu, Zhiguo Shi, Wenke Liu, Bo et al.

Source: IEEE journal of biomedical and health informatics. 28(6):3317-3328

Subject Terms: Arrhythmia, Arrhythmia detection, Blockchain, Blockchains, Electrocardiography, Heart beat, Internet of Medical Things, Medical services, Neural networks, Quantum neural network, Security, Smart healthcare

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-51438

Evaluating the Computational Advantages of the Variational Quantum Circuit Model in Financial Fraud Detection

Authors: Antonio Tudisco Deborah Volpe Giacomo Ranieri et al.

Source: IEEE Access, Vol 12, Pp 102918-102940 (2024)

Subject Terms: fraud detection, anti-fraud engine, quantum machine learning, quantum data encoding, Variational Quantum Circuits, anomaly detection, quantum computing, transaction classification, hybrid quantum-classical computing, angle encoding, quantum neural network, 0103 physical sciences, 0202 electrical engineering, electronic engineering, information engineering, variational quantum circuits, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, 01 natural sciences, Quantum machine learning, TK1-9971

File Description: application/pdf

Access URL: https://doaj.org/article/b0cae32328bc4049ad2f549ad25dcb69
https://hdl.handle.net/11583/2991116
https://doi.org/10.1109/ACCESS.2024.3432312
https://ieeexplore.ieee.org/document/10606260

Solar Irradiance Forecasting Using a Hybrid Quantum Neural Network: A Comparison on GPU-Based Workflow Development Platforms

Authors: Ying-Yi Hong Dylan Josh Domingo Lopez Yun-Yuan Wang

Source: IEEE Access, Vol 12, Pp 145079-145094 (2024)

Subject Terms: CUDA-Q, Torchquantum, Hybrid quantum neural network, Electrical engineering. Electronics. Nuclear engineering, Pennylane, solar irradiance forecasting, TK1-9971

Access URL: https://doaj.org/article/25ce4cd8855240b4807ee024cb391619

Network Anomaly Detection Using Quantum Neural Networks on Noisy Quantum Computers

Authors: Alon Kukliansky Marko Orescanin Chad Bollmann et al.

Source: IEEE Transactions on Quantum Engineering, Vol 5, Pp 1-11 (2024)

Subject Terms: 0103 physical sciences, TA401-492, 0202 electrical engineering, electronic engineering, information engineering, Intrusion detection, network intrusion detection system (NIDS), 02 engineering and technology, Atomic physics. Constitution and properties of matter, Materials of engineering and construction. Mechanics of materials, 01 natural sciences, quantum neural network (QNN), QC170-197

Access URL: https://doaj.org/article/0e6826d858b745c0a451d3210f92a5a8

Hybrid Quantum Cycle Generative Adversarial Network for Small Molecule Generation

Authors: Matvei Anoshin Asel Sagingalieva Christopher Mansell et al.

Source: IEEE Transactions on Quantum Engineering, Vol 5, Pp 1-14 (2024)

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Quantum Physics, Computer Science - Emerging Technologies, FOS: Physical sciences, Biomolecules (q-bio.BM), variational quantum circuit (VQC), hybrid quantum neural network (HQNN), Drug design, Machine Learning (cs.LG), 3. Good health, Emerging Technologies (cs.ET), Quantitative Biology - Biomolecules, quantum machine learning (QML), Biological Physics (physics.bio-ph), FOS: Biological sciences, TA401-492, Physics - Biological Physics, Atomic physics. Constitution and properties of matter, Quantum Physics (quant-ph), quantum generative adversarial network (GAN), Materials of engineering and construction. Mechanics of materials, QC170-197

Access URL: http://arxiv.org/abs/2402.00014
https://doaj.org/article/befb5560bf3b49f8b5b0fcb555027d50