Systematic Literature Review: Quantum Machine Learning and its applications

11 January 2022

Papers citing "Systematic Literature Review: Quantum Machine Learning and its applications"

17 / 17 papers shown

Title
Integrating Quantum-Classical Attention in Patch Transformers for Enhanced Time Series Forecasting Sanjay Chakraborty Fredrik Heintz AI4TS AIFin 35 0 0 31 Mar 2025
Transforming Traditional Neural Networks into Neuromorphic Quantum-Cognitive Models: A Tutorial with Applications Milan Maksimovic Ivan S. Maksymov 33 0 0 10 Mar 2025
Neuromorphic Quantum Neural Networks with Tunnel-Diode Activation Functions Jake McNaughton A. H. Abbas I. S. Maksymov 44 2 0 06 Mar 2025
Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study M. Nadim Mohammad Hassan Ashis Kumar Mandal C. Roy B. Roy Kevin A. Schneider 31 0 0 08 Jan 2025
Machine learning approach to brain tumor detection and classification Alice Oh Inyoung Noh Jian Choo Jihoo Lee Justin Park Kate Hwang Sanghyeon Kim Soo Min Oh 30 2 0 16 Oct 2024
Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective A. H. Abbas Hend Abdel-Ghani I. S. Maksymov 25 7 0 14 Jun 2024
Qiskit Code Assistant: Training LLMs for generating Quantum Computing Code Nicolas Dupuis Luca Buratti Sanjay Vishwakarma Aitana Viudes Forrat David Kremer Ismael Faro Ruchir Puri Juan Cruz-Benito 36 5 0 29 May 2024
Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection Yifeng Peng Xinyi Li Zhiding Liang Ying Wang 22 0 0 25 May 2024
Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU Wei Zi Siyi Wang Hyunji Kim Xiaoming Sun Anupam Chattopadhyay P. Rebentrost 19 2 0 09 Apr 2024
Jet Discrimination with Quantum Complete Graph Neural Network Yi-An Chen Kai-Feng Chen GNN 16 1 0 08 Mar 2024
Machine Learning in the Quantum Age: Quantum vs. Classical Support Vector Machines D. E. Tasar K. Koruyan Ceren Ocal Tasar 14 0 0 17 Oct 2023
A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud Wenjie Liu Ying Zhang Zhiliang Deng Jiaojiao Zhao Lian Tong 26 14 0 30 Sep 2023
Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models Farina Riaz Shahab A. Abdulla Hajime Suzuki Srinjoy Ganguly R. Deo Susan Hopkins 14 1 0 22 Aug 2023
Review of Ansatz Designing Techniques for Variational Quantum Algorithms Junhan Qin 22 9 0 07 Dec 2022
Expressibility-Enhancing Strategies for Quantum Neural Networks Y. Liao Junpeng Zhan 13 6 0 23 Nov 2022
Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis Sharu Theresa Jose Osvaldo Simeone 16 8 0 23 Sep 2022
Rapid training of quantum recurrent neural networks M. Siemaszko A. Buraczewski Bertrand Le Saux Magdalena Stobiñska 8 9 0 01 Jul 2022