3 papers
cs.CL2025
Quantum-Enhanced Attention Mechanism in NLP: A Hybrid Classical-Quantum Approach
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin, Debojit Bhattacharjee +2
Recent advances in quantum computing have opened new pathways for enhancing deep learning architectures, particularly in domains characterized by high-dimensional and context-rich…
quant-ph2024
Automatic Quantum Communication Channel with Interference Detection and Reset Mechanism
S. M. Yousuf Iqbal Tomal, Debojit Bhattacharjee
Quantum mechanics has revolutionized our understanding of information transmission, leading to the development of quantum communication protocols that promise unprecedented securit…
quant-ph2024
Quantum Convolutional Neural Network: A Hybrid Quantum-Classical Approach for Iris Dataset Classification
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin, Afrida Afaf +1
This paper presents a hybrid quantum-classical machine learning model for classification tasks, integrating a 4-qubit quantum circuit with a classical neural network. The quantum c…