4 papers
Image Denoising with Machine Learning: A Novel Approach to Improve Quantum Image Processing Quality and Reliability
Yifan Zhou, Yan Shing Liang
Quantum Image Processing (QIP) is a field that aims to utilize the benefits of quantum computing for manipulating and analyzing images. However, QIP faces two challenges: the limit…
Novel Long Distance Free Space Quantum Secure Direct Communication for Web 3.0 Networks
Yifan Zhou, Xinlin Zhou, Zi Yan Li +2
With the advent of Web 3.0, the swift advancement of technology confronts an imminent threat from quantum computing. Security protocols safeguarding the integrity of Web 2.0 and We…
Quantum-Powered Personalized Learning
Yifan Zhou, Chong Cheng Xu, Mingi Song +1
This paper explores the transformative potential of quantum computing in the realm of personalized learning. Traditional machine learning models and GPU-based approaches have long…
Implementation Guidelines and Innovations in Quantum LSTM Networks
Yifan Zhou, Chong Cheng Xu, Mingi Song +2
The rapid evolution of artificial intelligence has driven interest in Long Short-Term Memory (LSTM) networks for their effectiveness in processing sequential data. However, traditi…