15 citations · 15 across the 3 of their papers we have counts for
3 papers
Task-Adaptive Physical Reservoir Computing via Tunable Molecular Communication Dynamics
Saad Yousuf, Kaan Burak Ikiz, Murat Kuscu
Diffusion-based molecular communication (MC) channels suffer from two impairments: a fading channel memory from diffusion and the saturating, nonlinear dose response of ligand rece…
Geometric Latent Space Tomography with Metric-Preserving Autoencoders
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin
Quantum state tomography faces exponential scaling with system size, while recent neural network approaches achieve polynomial scaling at the cost of losing the geometric structure…
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…