Improving quantum-to-classical data decoding using optimized quantum wavelet transform

M Jeng, SMIU Islam, D Levy, A Riachi… - The Journal of …, 2023 - Springer
One of the challenges facing current noisy-intermediate-scale-quantum devices is achieving
efficient quantum circuit measurement or readout. The process of extracting classical data …

Towards complete and scalable emulation of quantum algorithms on high-performance reconfigurable computers

E El-Araby, N Mahmud, MJ Jeng… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Contemporary quantum computers face many critical challenges that limit their usefulness
for practical applications. A primary limiting factor is classical-to-quantum (C2Q) data …

Optimizing Multidimensional Pooling for Variational Quantum Algorithms

M Jeng, A Nobel, V Jha, D Levy, D Kneidel… - Algorithms, 2024 - mdpi.com
Convolutional neural networks (CNNs) have proven to be a very efficient class of machine
learning (ML) architectures for handling multidimensional data by maintaining data locality …

Efficient data encoding and decoding for quantum computing

N Mahmud, MJ Jeng, MAI Nobel… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Noisy Intermediate-Scale Quantum (NISQ) devices face many critical challenges that limit
their usefulness for practical applications. A primary challenge is classical-to-quantum (C2Q) …

[PDF][PDF] Time-efficient quantum-to-classical data decoding

N Mahmud, MJ Jeng, MA Nobel, M Chaudhary… - … on Emergent Quantum …, 2022 - par.nsf.gov
A critical challenge for Noisy Intermediate-Scale Quantum (NISQ) devices is achieving time-
efficient quantum state measurement or readout. Generally in quantum applications, data is …

Practical Applications of Quantum Computing

E El-Araby, M Chaudhary, IU Islam… - … and Applications in …, 2024 - books.google.com
With the rapid advancement of quantum computing technology, there is a strong motivation
to explore suitable practical applications for quantum algorithms and quantum computers …

[PDF][PDF] Efficient Data Encoding and Decoding for Quantum Computing

MJ N Mahmud - IEEE Quantum Week-the IEEE International …, 2022 - par.nsf.gov
Noisy Intermediate-Scale Quantum (NISQ) devices face many critical challenges that limit
their usefulness for practical applications. A primary challenge is classical-to-quantum (C2Q) …