Quantum computing and quantum neural networks: their foundation, optimisation, and application

Quantum computing and quantum neural networks: their foundation, optimisation, and application

<p>Quantum computing is a fascinating discipline, combining the laws of quantum physics with the practicalities of computing. Certain problems could potentially be solved faster on quantum computers, and researchers hope to use them to solve difficult problems in industries such as healthcare...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Pointing, J
التنسيق:	أطروحة
اللغة:	English
منشور في:	2024
الموضوعات:	Quantum machine learning Quantum computing Computer science Deep learning (machine learning) Artificial intelligence Neural networks (computer science) Physics

مواد مشابهة

Reflection equivariant quantum neural networks for enhanced image classification
حسب: Maxwell T West, وآخرون
منشور في: (2023-01-01)

Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach
حسب: Farina Riaz, وآخرون
منشور في: (2023-03-01)

Quantum cloud computing: Trends and challenges
حسب: Muhammed Golec, وآخرون
منشور في: (2024-11-01)

Reconstructing quantum states with quantum reservoir networks
حسب: Ghosh, Sanjib, وآخرون
منشور في: (2021)

Quantum Error Mitigation With Artificial Neural Network
حسب: Changjun Kim, وآخرون
منشور في: (2020-01-01)

An Overview of Quantum Machine Learning Research in China
حسب: Luning Li, وآخرون
منشور في: (2025-02-01)

Optimizing quantum convolutional neural network architectures for arbitrary data dimension
حسب: Changwon Lee, وآخرون
منشور في: (2025-03-01)

General implementation of quantum physics-informed neural networks
حسب: Shashank Reddy Vadyala, وآخرون
منشور في: (2023-07-01)

A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks
حسب: Roy T. Forestano, وآخرون
منشور في: (2024-02-01)

Key questions for the quantum machine learner to ask themselves
حسب: Nathan Wiebe
منشور في: (2020-01-01)

User trajectory prediction in mobile wireless networks using quantum reservoir computing
حسب: Zoubeir Mlika, وآخرون
منشور في: (2023-09-01)

Quantum geometric machine learning for quantum circuits and control
حسب: Elija Perrier, وآخرون
منشور في: (2020-01-01)

ℤ<sub>2</sub> × ℤ<sub>2</sub> Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
حسب: Zhongtian Dong, وآخرون
منشور في: (2024-03-01)

Quantum deep transfer learning
حسب: Longhan Wang, وآخرون
منشور في: (2021-01-01)

Retrieving past quantum features with deep hybrid classical-quantum reservoir computing
حسب: Johannes Nokkala, وآخرون
منشور في: (2024-01-01)

Quantum Physics-Informed Neural Networks
حسب: Corey Trahan, وآخرون
منشور في: (2024-07-01)

Trends in quantum reinforcement learning: State-of-the-arts and the road ahead
حسب: Soohyun Park, وآخرون
منشور في: (2024-10-01)

Quantum Computing for Healthcare: A Review
حسب: Raihan Ur Rasool, وآخرون
منشور في: (2023-02-01)

Guided quantum compression for high dimensional data classification
حسب: Vasilis Belis, وآخرون
منشور في: (2024-01-01)

On a quantum inspired approach to train machine learning models
حسب: Jean Michel Sellier
منشور في: (2023-12-01)

Quantum-Assisted Cluster Analysis on a Quantum Annealing Device
حسب: Florian Neukart, وآخرون
منشور في: (2018-06-01)

Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks
حسب: Soohyun Park, وآخرون
منشور في: (2024-01-01)

Hybrid Quantum–Classical Neural Networks for Efficient MNIST Binary Image Classification
حسب: Deepak Ranga, وآخرون
منشور في: (2024-11-01)

Hybrid Quantum Technologies for Quantum Support Vector Machines
حسب: Filippo Orazi, وآخرون
منشور في: (2024-01-01)

Regressions on quantum neural networks at maximal expressivity
حسب: Iván Panadero, وآخرون
منشور في: (2024-12-01)

Quantum Vision Transformers for Quark–Gluon Classification
حسب: Marçal Comajoan Cara, وآخرون
منشور في: (2024-05-01)

Algorithmic models in quantum mechanics
حسب: Rocchetto, A
منشور في: (2019)

Hardening quantum machine learning against adversaries
حسب: Nathan Wiebe, وآخرون
منشور في: (2018-01-01)

Do quantum models make good generative learners?
حسب: Gili, K
منشور في: (2023)

Machine learning and quantum computing for 5G/6G communication networks - A survey
حسب: Suriya M
منشور في: (2022-01-01)

A Grover-search based quantum learning scheme for classification
حسب: Yuxuan Du, وآخرون
منشور في: (2021-01-01)

Quantum Computing Applications in Future Colliders
حسب: Heather M. Gray, وآخرون
منشور في: (2022-05-01)

Hybrid Quantum Neural Network Approaches to Protein–Ligand Binding Affinity Prediction
حسب: Maria Avramouli, وآخرون
منشور في: (2024-07-01)

Quantum Computing in Medicine
حسب: James C. L. Chow
منشور في: (2024-11-01)

Comparing Classical and Quantum Generative Learning Models for High-Fidelity Image Synthesis
حسب: Siddhant Jain, وآخرون
منشور في: (2023-12-01)

Bayesian Quantum Neural Networks
حسب: Nam Nguyen, وآخرون
منشور في: (2022-01-01)

Quantum model learning agent: characterisation of quantum systems through machine learning
حسب: Brian Flynn, وآخرون
منشور في: (2022-01-01)

Universal adversarial perturbations for multiple classification tasks with quantum classifiers
حسب: Yun-Zhong Qiu
منشور في: (2023-01-01)

Quantum Adversarial Transfer Learning
حسب: Longhan Wang, وآخرون
منشور في: (2023-07-01)

Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review
حسب: Danyal Maheshwari, وآخرون
منشور في: (2022-01-01)