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...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолч:	Pointing, J
Формат:	Дипломын ажил
Хэл сонгох:	English
Хэвлэсэн:	2024
Нөхцлүүд:	Quantum machine learning Quantum computing Computer science Deep learning (machine learning) Artificial intelligence Neural networks (computer science) Physics

Ижил төстэй зүйлс

Reflection equivariant quantum neural networks for enhanced image classification
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Хэвлэсэн: (2023-01-01)

Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach
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Хэвлэсэн: (2023-03-01)

Quantum cloud computing: Trends and challenges
-н: Muhammed Golec, зэрэг
Хэвлэсэн: (2024-11-01)

Reconstructing quantum states with quantum reservoir networks
-н: Ghosh, Sanjib, зэрэг
Хэвлэсэн: (2021)

Quantum Error Mitigation With Artificial Neural Network
-н: Changjun Kim, зэрэг
Хэвлэсэн: (2020-01-01)

An Overview of Quantum Machine Learning Research in China
-н: Luning Li, зэрэг
Хэвлэсэн: (2025-02-01)

Optimizing quantum convolutional neural network architectures for arbitrary data dimension
-н: Changwon Lee, зэрэг
Хэвлэсэн: (2025-03-01)

General implementation of quantum physics-informed neural networks
-н: Shashank Reddy Vadyala, зэрэг
Хэвлэсэн: (2023-07-01)

A Comparison between Invariant and Equivariant Classical and Quantum Graph Neural Networks
-н: Roy T. Forestano, зэрэг
Хэвлэсэн: (2024-02-01)

Key questions for the quantum machine learner to ask themselves
-н: Nathan Wiebe
Хэвлэсэн: (2020-01-01)

User trajectory prediction in mobile wireless networks using quantum reservoir computing
-н: Zoubeir Mlika, зэрэг
Хэвлэсэн: (2023-09-01)

Quantum geometric machine learning for quantum circuits and control
-н: Elija Perrier, зэрэг
Хэвлэсэн: (2020-01-01)

ℤ<sub>2</sub> × ℤ<sub>2</sub> Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks
-н: Zhongtian Dong, зэрэг
Хэвлэсэн: (2024-03-01)

Quantum deep transfer learning
-н: Longhan Wang, зэрэг
Хэвлэсэн: (2021-01-01)

Retrieving past quantum features with deep hybrid classical-quantum reservoir computing
-н: Johannes Nokkala, зэрэг
Хэвлэсэн: (2024-01-01)

Quantum Physics-Informed Neural Networks
-н: Corey Trahan, зэрэг
Хэвлэсэн: (2024-07-01)

Trends in quantum reinforcement learning: State-of-the-arts and the road ahead
-н: Soohyun Park, зэрэг
Хэвлэсэн: (2024-10-01)

Quantum Computing for Healthcare: A Review
-н: Raihan Ur Rasool, зэрэг
Хэвлэсэн: (2023-02-01)

Guided quantum compression for high dimensional data classification
-н: Vasilis Belis, зэрэг
Хэвлэсэн: (2024-01-01)

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

Quantum-Assisted Cluster Analysis on a Quantum Annealing Device
-н: Florian Neukart, зэрэг
Хэвлэсэн: (2018-06-01)

Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks
-н: Soohyun Park, зэрэг
Хэвлэсэн: (2024-01-01)

Hybrid Quantum–Classical Neural Networks for Efficient MNIST Binary Image Classification
-н: Deepak Ranga, зэрэг
Хэвлэсэн: (2024-11-01)

Hybrid Quantum Technologies for Quantum Support Vector Machines
-н: Filippo Orazi, зэрэг
Хэвлэсэн: (2024-01-01)

Regressions on quantum neural networks at maximal expressivity
-н: Iván Panadero, зэрэг
Хэвлэсэн: (2024-12-01)

Quantum Vision Transformers for Quark–Gluon Classification
-н: Marçal Comajoan Cara, зэрэг
Хэвлэсэн: (2024-05-01)

Algorithmic models in quantum mechanics
-н: Rocchetto, A
Хэвлэсэн: (2019)

Hardening quantum machine learning against adversaries
-н: Nathan Wiebe, зэрэг
Хэвлэсэн: (2018-01-01)

Do quantum models make good generative learners?
-н: Gili, K
Хэвлэсэн: (2023)

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

A Grover-search based quantum learning scheme for classification
-н: Yuxuan Du, зэрэг
Хэвлэсэн: (2021-01-01)

Quantum Computing Applications in Future Colliders
-н: Heather M. Gray, зэрэг
Хэвлэсэн: (2022-05-01)

Hybrid Quantum Neural Network Approaches to Protein–Ligand Binding Affinity Prediction
-н: Maria Avramouli, зэрэг
Хэвлэсэн: (2024-07-01)

Quantum Computing in Medicine
-н: James C. L. Chow
Хэвлэсэн: (2024-11-01)

Comparing Classical and Quantum Generative Learning Models for High-Fidelity Image Synthesis
-н: Siddhant Jain, зэрэг
Хэвлэсэн: (2023-12-01)

Bayesian Quantum Neural Networks
-н: Nam Nguyen, зэрэг
Хэвлэсэн: (2022-01-01)

Quantum model learning agent: characterisation of quantum systems through machine learning
-н: Brian Flynn, зэрэг
Хэвлэсэн: (2022-01-01)

Universal adversarial perturbations for multiple classification tasks with quantum classifiers
-н: Yun-Zhong Qiu
Хэвлэсэн: (2023-01-01)

Quantum Adversarial Transfer Learning
-н: Longhan Wang, зэрэг
Хэвлэсэн: (2023-07-01)

Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review
-н: Danyal Maheshwari, зэрэг
Хэвлэсэн: (2022-01-01)