3 papers
q-bio.MN2025
Alz-QNet: A Quantum Regression Network for Studying Alzheimer's Gene Interactions
Debanjan Konar, Neerav Sreekumar, Richard Jiang +1
Understanding the molecular-level mechanisms underpinning Alzheimer's disease (AD) by studying crucial genes associated with the disease remains a challenge. Alzheimer's, being a m…
cs.CV2024
A Scalable Quantum Non-local Neural Network for Image Classification
Sparsh Gupta, Debanjan Konar, Vaneet Aggarwal
Non-local operations play a crucial role in computer vision enabling the capture of long-range dependencies through weighted sums of features across the input, surpassing the const…
quant-ph2024
A Bi-directional Multi-solution Scalable Grover Search Algorithm
Debanjan Konar, Zain Hafeez, Vaneet Aggarwal
Grover's search algorithms, including various Partial Grover Searches (PGS), suffer from scaling issues when multiple solutions are sought, as the number of iterations scales with…