Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach
Quantum machine learning (QML) has attracted significant research attention over the last decade. Multiple models have been developed to demonstrate the practical applications of the quantum properties. In this study, we first demonstrate that the previously proposed quanvolutional neural network (Q...
| Published in: | Sensors |
|---|---|
| Main Authors: | Farina Riaz, Shahab Abdulla, Hajime Suzuki, Srinjoy Ganguly, Ravinesh C. Deo, Susan Hopkins |
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-03-01
|
| Subjects: | |
| Online Access: | https://www.mdpi.com/1424-8220/23/5/2753 |
Similar Items
Artificial Intelligence Computing at the Quantum Level
by: Olawale Ayoade, et al.
Published: (2022-02-01)
by: Olawale Ayoade, et al.
Published: (2022-02-01)
Reflection equivariant quantum neural networks for enhanced image classification
by: Maxwell T West, et al.
Published: (2023-01-01)
by: Maxwell T West, et al.
Published: (2023-01-01)
Transforming research with quantum computing
by: Sukhpal Singh Gill, et al.
Published: (2026-01-01)
by: Sukhpal Singh Gill, et al.
Published: (2026-01-01)
User trajectory prediction in mobile wireless networks using quantum reservoir computing
by: Zoubeir Mlika, et al.
Published: (2023-09-01)
by: Zoubeir Mlika, et al.
Published: (2023-09-01)
Successive data injection in conditional quantum GAN applied to time series anomaly detection
by: Benjamin Kalfon, et al.
Published: (2024-09-01)
by: Benjamin Kalfon, et al.
Published: (2024-09-01)
NISQ Computers: A Path to Quantum Supremacy
by: Muhammad AbuGhanem, et al.
Published: (2024-01-01)
by: Muhammad AbuGhanem, et al.
Published: (2024-01-01)
Quantum cloud computing: Trends and challenges
by: Muhammed Golec, et al.
Published: (2024-11-01)
by: Muhammed Golec, et al.
Published: (2024-11-01)
Enhanced QSVM with elitist non‐dominated sorting genetic optimisation algorithm for breast cancer diagnosis
by: Jose P, et al.
Published: (2024-12-01)
by: Jose P, et al.
Published: (2024-12-01)
Shaping the future of commercial quantum computer and the challenge for information security
by: Chao WANG, et al.
Published: (2016-03-01)
by: Chao WANG, et al.
Published: (2016-03-01)
Research progress of quantum artificial intelligence in smart city
by: Sumin Wang, et al.
Published: (2024-06-01)
by: Sumin Wang, et al.
Published: (2024-06-01)
Quantum Entanglement of the Brain, Dynamics of Information, and Intelligent Finance
by: Ana Njegovanović
Published: (2023-09-01)
by: Ana Njegovanović
Published: (2023-09-01)
Geometric properties of quantum entanglement and machine learning
by: S. V. Zuev
Published: (2023-10-01)
by: S. V. Zuev
Published: (2023-10-01)
Fuzzy C-Means and Explainable AI for Quantum Entanglement Classification and Noise Analysis
by: Gabriel Marín Díaz
Published: (2025-03-01)
by: Gabriel Marín Díaz
Published: (2025-03-01)
Integration of Quantum Technologies into Metaverse: Applications, Potentials, and Challenges
by: Esmot Ara Tuli, et al.
Published: (2024-01-01)
by: Esmot Ara Tuli, et al.
Published: (2024-01-01)
An Enhanced Architecture to Resolve Public-Key Cryptographic Issues in the Internet of Things (IoT), Employing Quantum Computing Supremacy
by: Shuhab Shamshad, et al.
Published: (2022-10-01)
by: Shuhab Shamshad, et al.
Published: (2022-10-01)
Shaping the future of the application of quantum computing in intelligent transportation system
by: Sumin Wang, et al.
Published: (2021-12-01)
by: Sumin Wang, et al.
Published: (2021-12-01)
Quantum anonymous one vote veto protocol based on entanglement swapping
by: Yanmeng Wang, et al.
Published: (2024-12-01)
by: Yanmeng Wang, et al.
Published: (2024-12-01)
Monitoring particle trajectories for wave function parameter aquisition in quantum edge computation
by: Teturo Itami, et al.
Published: (2021-01-01)
by: Teturo Itami, et al.
Published: (2021-01-01)
Survey on Quantum Circuit Compilation for Noisy Intermediate-Scale Quantum Computers: Artificial Intelligence to Heuristics
by: Janusz Kusyk, et al.
Published: (2021-01-01)
by: Janusz Kusyk, et al.
Published: (2021-01-01)
Advances in artificial intelligence and machine learning for quantum communication applications
by: Mhlambululi Mafu
Published: (2024-09-01)
by: Mhlambululi Mafu
Published: (2024-09-01)
Quantum integration in swin transformer mitigates overfitting in breast cancer screening
by: Zongyu Xie, et al.
Published: (2025-08-01)
by: Zongyu Xie, et al.
Published: (2025-08-01)
Quantum Computing for Dealing with Inaccurate Knowledge Related to the Certainty Factors Model
by: Vicente Moret-Bonillo, et al.
Published: (2022-01-01)
by: Vicente Moret-Bonillo, et al.
Published: (2022-01-01)
Quantum correlations and artificial intelligence
by: L. B. Boldyreva, et al.
Published: (2020-07-01)
by: L. B. Boldyreva, et al.
Published: (2020-07-01)
Quantum machine learning early opportunities for the energy industry: a scoping review
by: Francesco Strata, et al.
Published: (2025-10-01)
by: Francesco Strata, et al.
Published: (2025-10-01)
A survey of quantum computing hybrid applications with brain-computer interface
by: Dandan Huang, et al.
Published: (2022-01-01)
by: Dandan Huang, et al.
Published: (2022-01-01)
Forging the Future: Strategic Approaches to Quantum AI Integration for Industry Transformation
by: Meng-Leong How, et al.
Published: (2024-01-01)
by: Meng-Leong How, et al.
Published: (2024-01-01)
Solving the Schrödinger Equation with Genetic Algorithms: A Practical Approach
by: Rafael Lahoz-Beltra
Published: (2022-11-01)
by: Rafael Lahoz-Beltra
Published: (2022-11-01)
Quantum Entropy and Reinforcement Learning for Distributed Denial of Service Attack Detection in Smart Grid
by: Dhaou Said, et al.
Published: (2024-01-01)
by: Dhaou Said, et al.
Published: (2024-01-01)
An efficient quantum algorithm for ensemble classification using bagging
by: Antonio Macaluso, et al.
Published: (2024-09-01)
by: Antonio Macaluso, et al.
Published: (2024-09-01)
Improved Quantum Artificial Bee Colony Algorithm-Optimized Artificial Intelligence Models for Suspended Sediment Load Predicting
by: Peng Wei, et al.
Published: (2025-01-01)
by: Peng Wei, et al.
Published: (2025-01-01)
Computational Modeling of Properties of Quantum Dots and Nanostructures: From First Principles to Artificial Intelligence (A Review)
by: Grzegorz Matyszczak, et al.
Published: (2025-02-01)
by: Grzegorz Matyszczak, et al.
Published: (2025-02-01)
Quantum intelligence in medicine: Empowering thyroid disease prediction through advanced machine learning
by: Mohemmed Sha
Published: (2024-06-01)
by: Mohemmed Sha
Published: (2024-06-01)
Infrared-dressed entanglement of cold open-shell polar molecules for universal matchgate quantum computing
by: Felipe Herrera, et al.
Published: (2014-01-01)
by: Felipe Herrera, et al.
Published: (2014-01-01)
qCLUE: a quantum clustering algorithm for multi-dimensional datasets
by: Dhruv Gopalakrishnan, et al.
Published: (2024-10-01)
by: Dhruv Gopalakrishnan, et al.
Published: (2024-10-01)
Advancing quantum communication security: Metamaterial based quantum key distribution with enhanced protocols
by: Sujit Biswas, et al.
Published: (2024-12-01)
by: Sujit Biswas, et al.
Published: (2024-12-01)
Mapping Data to Concepts: Enhancing Quantum Neural Network Transparency with Concept-Driven Quantum Neural Networks
by: Jinkai Tian, et al.
Published: (2024-10-01)
by: Jinkai Tian, et al.
Published: (2024-10-01)
On the spectral nature of entanglement
by: Mario Mastriani
Published: (2021-03-01)
by: Mario Mastriani
Published: (2021-03-01)
Building a quantum‐ready ecosystem
by: Abhishek Purohit, et al.
Published: (2024-03-01)
by: Abhishek Purohit, et al.
Published: (2024-03-01)
Design and analysis of parallel quantum transfer fractal priority replay with dynamic memory algorithm in quantum reinforcement learning for robotics
by: R. Palanivel, et al.
Published: (2024-12-01)
by: R. Palanivel, et al.
Published: (2024-12-01)
A quantum‐based diagnostics approach for additive manufacturing machine
by: Vishal Sharma, et al.
Published: (2021-06-01)
by: Vishal Sharma, et al.
Published: (2021-06-01)
Similar Items
-
Artificial Intelligence Computing at the Quantum Level
by: Olawale Ayoade, et al.
Published: (2022-02-01) -
Reflection equivariant quantum neural networks for enhanced image classification
by: Maxwell T West, et al.
Published: (2023-01-01) -
Transforming research with quantum computing
by: Sukhpal Singh Gill, et al.
Published: (2026-01-01) -
User trajectory prediction in mobile wireless networks using quantum reservoir computing
by: Zoubeir Mlika, et al.
Published: (2023-09-01) -
Successive data injection in conditional quantum GAN applied to time series anomaly detection
by: Benjamin Kalfon, et al.
Published: (2024-09-01)
